split: test

sentence1: i remained under the banyan tree , exhausted by my daily ritual of dragooning the men every two hours .

sentence2: i remained under the banyan tree , exhausted by my daily ritual of herding the cats every two hours .


sentence1: in the us , it will depend on the school .

sentence2: it really depends on the school and the program .


sentence1: there 's also what the string is made of .

sentence2: there is also a youtube-version of the film .


sentence1: you also imply you may not be paid if they cannot place you with a client .

sentence2: you can do it , but you might not be a professor .


sentence1: i did this one time as well .

sentence2: i have this habit as well .


sentence1: you just have to base your answer on what you do know , which is what you want .

sentence2: you may want it , but the process given to you is what you have to work within .


sentence1: you do not need to worry .

sentence2: you don 't have to worry .


sentence1: you should do it .

sentence2: you should do what it says .


sentence1: you should just ask your boss what he wants you to do .

sentence2: you should listen to your boss , because you 're not paid to tell the boss what to do .


sentence1: you need to read a lot to know what you like and what you don 't .

sentence2: you have to decide how much you want to demand , and what unmet demands you can live with .


sentence1: it depends on what you want to have in your tank .

sentence2: i think it depends what you want :


sentence1: you can do it , too .

sentence2: yes , you can do it .


sentence2: you can do it , too .


sentence1: you have to decide what you want to get out of this .

sentence2: you have to know what you want to do .


sentence1: i have few suggestions for you :

sentence2: i have two suggestions for you :


sentence1: you want to start in the room that is the largest to make sure you have the straightest start .

sentence2: you will have to start with the clinic . , and maybe move on to the insurance company .


sentence1: if you don 't want to derail the meeting , but the key is to speak up .

sentence2: the key thing you need to do in this meeting is listen .


sentence1: unfortunately the answer to your question is we simply do not know .

sentence2: my answer to your question is " probably not " .


sentence1: as soon as possible .

sentence2: start them as early as possible .


sentence2: it depends on what you want to do next , and where you want to do it .


sentence1: the answer to both questions is : yes .

sentence2: the answer to both of your questions is yes .


sentence1: to give this an answer :

sentence2: i 'll answer this question :


sentence2: sorry , i don 't know the answer to your question .


sentence1: the rule - when in doubt throw it out !

sentence2: i always go by the rule " when in doubt , throw it out !


sentence1: this is not a good idea .

sentence2: this sound like a very bad idea .


sentence1: yes , it 's probably a good idea to renew your passport .

sentence2: it 's a good idea .


sentence1: it probably depends on the cut of meat .

sentence2: it depends on the meat and how it 's cut .


sentence1: it 's not a good idea .

sentence2: it 's a good question .


sentence1: it 's pretty much up to you .

sentence2: it 's much better to ask .


sentence1: yes , there is a reason for it .

sentence2: yes , that is exactly what it means .


sentence1: have you tried asking your employees ?

sentence2: have you tried asking ?


sentence1: you guys are making this all waaaaay too complicated .

sentence2: you are making this too complicated .


sentence1: you don 't have to know .

sentence2: you have no need to do anything .


sentence1: there are two things to consider :

sentence2: there are two possible causes for this :


sentence1: work into it slowly .

sentence2: it seems to work .


sentence1: you can buy it on amazon for $ 5 .

sentence2: you can buy it on ebay for $ 25 and up .


sentence1: the coffee simply picks up the aluminum from the pot , as the coffee is acidic .

sentence2: one idea is cleaning the coffee residue from the coffee pot .


sentence1: there are two ways to start with : plunging and dripping .

sentence2: there are two traditional ways to bend wood :


sentence1: you might have to try a variety before you find one that clicks with him .

sentence2: my advice would be to try a variety of coffees that you can afford and find one you like .


sentence2: it is not a good idea .


sentence1: you just have to base your answer on what you do know , which is what you want .

sentence2: they can , but the way to do it depends on what you have available .


sentence1: yes , you should mention your experience .

sentence2: yes , you should mention it .


sentence1: from what i understand this is what you can do :

sentence2: can you do this ?


sentence1: take a look at these :

sentence2: take a look at this :


sentence1: i 'd say it primarily depends on two things :

sentence2: i 'd say it depends on the ultimate outcome you want ?


sentence1: some of what you can do :

sentence2: not much you can do besides :


sentence1: this is not a good idea .

sentence2: but it is not a good idea .


sentence1: the answers so far are already good , but i 'd like to add a map for switzerland :

sentence2: you have a lot of answers already , but i 'd like to add curries as another solutions .


sentence1: i was in a similar situation .

sentence2: i had a similar situation .


sentence1: i 've had this same problem .

sentence2: i had this same problem .


sentence1: there is no maximum .

sentence2: there is no quarantine period .


sentence1: i am not sure this is the right site for the question .

sentence2: i am not sure this question would have made much sense to the romans themselves .


sentence1: it depends on what you want to do next , and where you want to do it .

sentence2: in other words , it depends on where you go , when you do there and how .


sentence1: you need to read a lot to know what you like and what you don 't .

sentence2: yes , you should create a portfolio site to showcase what you can do and what you 've done .


sentence1: you are not disclosing key info .

sentence2: no you are not .


sentence2: i guess it depends on what you 're going to do .


sentence2: it is his job to see that you have what you need to do your job .


sentence2: it depends on what you want to achieve .


sentence1: this is a problem that the professor has to deal with .

sentence2: this is a big problem .


sentence1: this is a very unusual request .

sentence2: this sounds a bit unusual .


sentence1: it very much depends on the grant in question .

sentence2: i think it depends very much on the area .


sentence1: i have the same thing .

sentence2: i have had the same problem .


sentence1: no it does not affect your ratings .

sentence2: no it is not .


sentence1: my answer to your question is " probably not " .

sentence2: i think that the short answer to your question is : no .


sentence1: i don 't think it makes any tremendous difference .

sentence2: i don 't think it makes much difference .


sentence1: it depends on what they are .

sentence2: it depends on what they are evaluating , and how .


sentence1: there 's not a lot you can do about that .

sentence2: there 's not that much that you can do with a sourdough starter .


sentence1: you answered your own question .

sentence2: you have answered your own question .


sentence1: you just have to base your answer on what you do know , which is what you want .

sentence2: th answer to you problem is that you dont actually know what you 're getting in .


sentence1: this is not a good idea .

sentence2: this is probably not a good idea but i will suggest it anyhow .


sentence1: the best thing you can do is to know your stuff .

sentence2: my recommendation is not to say anything , and do the best you can .


sentence1: i 'd say it primarily depends on two things :

sentence2: i 'd say it depends what conditions you have .


sentence1: you don 't have to know .

sentence2: you don 't have to do anything to season it .


sentence2: i have the same situation and have traveled extensively .


sentence1: it 's not a good idea .

sentence2: i do not think it 's a good idea .


sentence1: you are on the right path .

sentence2: you are right on the mark .


sentence1: this doesn 't answer your question , but :

sentence2: this is a part answer to your question


sentence1: how should i proceed about this ?

sentence2: so how should i do this ?


sentence1: does this page answer your question ?

sentence2: does this answer your questions ?


sentence1: you can use it , too .

sentence2: you can still use it for practice .


sentence1: it really depends on how the employer documents it .

sentence2: it depends how you 're stating it .


sentence1: i 've had this same problem .

sentence2: i 've had this problem while working in a pubs .


sentence1: you need to read a lot to know what you like and what you don 't .

sentence2: you should tell a good story and sometimes you have to tweak reality / history to do so .


sentence1: it depends on what you want to do next , and where you want to do it .

sentence2: it depends on what you want to be able to do .


sentence1: yes , you have to file a tax return in canada .

sentence2: you are not required to file a tax return in canada if you have no taxable income .


sentence1: i don 't see why there should be any problem with this whatsoever .

sentence2: i don 't see why that should be a problem .


sentence1: hope this is what you are looking for .

sentence2: if what you are looking for is much higher , they get the picture .


sentence2: the best thing to do is to overcome the fussiness .


sentence1: it depends on the dish and how amenable it is at the stage you make the mistake .

sentence2: it depends on the sauce and the result you want .


sentence1: you just have to base your answer on what you do know , which is what you want .

sentence2: you have to do what is right for you .


sentence1: you probably don 't have any chance at the moment .

sentence2: saying " thanks , i don 't have any questions at the moment . "


sentence1: it really doesn 't matter .

sentence2: it doesn 't matter unless it is really far off .


sentence1: you don 't need to know everything .

sentence2: you don 't have to know .


sentence1: i think you 're looking for mikey ( 1992 ) .

sentence2: i think you 're looking for the movie


sentence1: it makes absolutely no difference .

sentence2: no , it makes no difference .


sentence1: i think it 's fine to ask this question .

sentence2: i think it is okay to ask the question .


sentence1: i 'm going to be very direct here .

sentence2: i 'm going to be blunt , here : you don 't .


sentence2: yes , you can do exactly what you want to do .


sentence1: you should do it .

sentence2: you should prime it first .


sentence1: there 's not a lot you can do about that .

sentence2: i 'm afraid there 's not really a lot you can do .


sentence1: what kind of insulation is it ?

sentence2: what kind of floors are above ?


sentence1: it depends entirely on your company and your contract .

sentence2: i guess it depends on the nature of your contract .


sentence1: you answered your own question .

sentence2: you 've answered your own question already .


sentence1: i don 't think that there 's any .

sentence2: i don 't think there is any universal term .


sentence1: there are a few things you can do :

sentence2: there are a few minimally-effective things you can do at the personal level .


sentence1: this is the tip i find most useful :

sentence2: something like this is useful :


sentence1: that 's what i believe .

sentence2: yes , i believe it 's a good idea .


sentence1: if you are not sure how to do it , don 't do it at all .

sentence2: if not , don 't do that and spend that time with something you like to do .


sentence1: it 's all in her head .

sentence2: it 's all about adhesion .


sentence2: if you do not have a very strong scientific reason to do it , don 't .


sentence1: you need to read a lot to know what you like and what you don 't .

sentence2: you have to know what you want to do .


sentence1: i would say you can do it , but it wouldn 't be advised .

sentence2: personally , i would say not unless it suits you .


sentence1: sure , i 've done this very trip .

sentence2: i 've done this many dozens of times .


sentence1: you can use it , too .

sentence2: you can do it , too .


sentence1: how do you do that ?

sentence2: how to do that ?


sentence1: i 've located an article that might be of some help : http : / / www.dsattorney.com / qa-pseudonyms-in-contracts /

sentence2: i found some link that might be of help to you :


sentence2: i would say it is impossible to know , so don 't risk it .


sentence1: unfortunately the answer to your question is we simply do not know .

sentence2: the answer to your question is not really .


sentence2: you don 't , it will not work .


sentence1: it 's also a matter of taste .

sentence2: it 's definitely just a matter of preference .


sentence1: it 's not a good idea .

sentence2: it 's a good idea to do both .


sentence1: this answer is based on my experience teaching undergraduate math in the us .

sentence2: this answer is based on experience i did not researched for references .


sentence1: there are a few things i think you should do .

sentence2: there are quite a few things you would need to do ;


sentence1: you will want to clean the area first .

sentence2: you will also want to remove the seeds .


sentence1: it depends on what you want to have in your tank .

sentence2: it depends on what you want to achieve .


sentence1: there are a couple of options that you could consider :

sentence2: there are a lot of ways that could go poorly for you .


sentence1: you don 't have to worry .

sentence2: since you have one ticket , you don 't have to worry .


sentence1: vietnamese citizens need a visa to visit the usa .

sentence2: nepalese citizens require a visa to visit the uk .


sentence1: it depends on how it 's used .

sentence2: it depends on how long it 's been out .


sentence1: i don 't see why there should be any problem with this whatsoever .

sentence2: i don 't see why this could be a problem .


sentence1: there 's not a lot you can do about that .

sentence2: i really do not think there is much you can do about that .


sentence1: you just have to base your answer on what you do know , which is what you want .

sentence2: remember this is your degree we are talking about , its up to you what you want to do .


sentence2: how should you do that ?


sentence1: i was in a similar situation .

sentence2: i am in a similar situation .


sentence1: what is your lid made of ?

sentence2: what is your paper for ?


sentence1: you don 't need any visa .

sentence2: you don 't need sauce at all .


sentence1: that is your problem , not your supervisor 's .

sentence2: work with your supervisor and your team to solve the problem .


sentence1: it depends on what you want to do next , and where you want to do it .

sentence2: it 's up to you what you want to do next .


sentence1: there are two things to consider :

sentence2: a couple things to consider :


sentence1: it depends entirely on your company and your contract .

sentence2: it depends on your company .


sentence1: the wood probably isn 't rotten , it 's just worn out .

sentence2: it 's just worn out and not safe .


sentence1: well , i wouldn 't put it on my cv .

sentence2: i wouldn 't put this job on my resume .


sentence1: this is a great one ...

sentence2: this is a difficult one .


sentence1: the answer to both questions is : yes .

sentence2: to directly answer the two questions in your title .


sentence1: yes , there is a reason to not do what you propose .

sentence2: valid reasons to feel the way you do , but not a reason to resign .


sentence1: i think it is depends on the program .

sentence2: it depends on how the term is used i think .


sentence1: can you do this ?

sentence2: so , can you do this ?


sentence1: i think there isn 't a general answer .

sentence2: i don 't think there is an answer for this .


sentence1: there are a few things you can do :

sentence2: there are a couple things you can try .


sentence1: the key is you have to find something that works for you , and your goals .

sentence2: you may want it , but the process given to you is what you have to work within .


sentence1: you don 't have to know .

sentence2: you don 't have equipments / facilities to do research in b .


sentence1: i think you 've pretty much done your review .

sentence2: you 've pretty much answered your own question .


sentence1: there are a few things i think you should do .

sentence2: there are a few things i don 't understand :


sentence1: you burn more calories digesting protein than you do carbohydrates and fat .

sentence2: the more you sweat , the faster you will burn calories and fat .


sentence1: it depends on what you want to do next , and where you want to do it .

sentence2: it depends on what you want to say / imply .


sentence1: you got it right .

sentence2: you 've got it right .


sentence1: you answered your own question .

sentence2: you pretty much answered your own question .


sentence1: i have the same thing .

sentence2: i had the same problem as you .


sentence1: yes , there is a chemical difference .

sentence2: yes , there is a reason for it .


sentence1: they can be out of level by a bit , but flat is important .

sentence2: yes , although they can be a bit sour .


sentence1: i would look at this : u.s .

sentence2: i would look at this way :


sentence1: you are on the right path .

sentence2: you 're on the right path .


sentence1: if you haven 't , you should .

sentence2: you should , but you don 't have to .


sentence1: yes it is common !

sentence2: the simple answer is yes !


sentence1: i don 't think that there 's any .

sentence2: i don 't think there are any benefits .


sentence1: it looks to me that this is set up for what you want :

sentence2: it is up to you whether you want to do that .


sentence1: problem is , the system doesn 't account for people who could care less about money , or title .

sentence2: the joker doesn 't care about money .


sentence1: in the first case , i think you don 't need it .

sentence2: so i don 't think you need to put it on the cover .


sentence1: it is impossible to answer this question without a form check .

sentence2: it is difficult , if not impossible , to give a complete answer to this question .


sentence1: you need to add this to your resume because it is the only position you have had .

sentence2: this gives you the opportunity to make your case that you really do have expertise in xxx .


sentence1: work into it slowly .

sentence2: you work on it slowly .


sentence1: no , you do not need a bread machine .

sentence2: you do not need to worry .


sentence1: yes , it is possible to publish a paper on model analysis .

sentence2: yes , it is hard to publish in a peer reviewed journal .


sentence1: you just have to base your answer on what you do know , which is what you want .

sentence2: so if that 's what you need , you really do have to be explicit about it .


sentence1: yes , you should mention your experience .

sentence2: yes , you should make a résumé .


sentence1: i think it is great that you had a test conducted .

sentence2: i think that 's a great plan .


sentence1: you don 't have to know .

sentence2: other than that you don 't have a tax issue .


sentence1: yes , there is a rule against this .

sentence2: there 's no rule against it .


sentence1: what are your goals ?

sentence2: what are you goals ?


sentence1: i 'm going to go out on a limb here ...

sentence2: i 'm going to be very direct here .


sentence1: if your long stay visa for switzerland is valid , then you will not need a transit visa .

sentence2: you do not need a transit visa , but to enter zurich you will need a visa .


sentence1: a few more point to think about :

sentence2: a few things to think about :


sentence1: now you don 't have to be perfect on every answer .

sentence2: you don 't have to know .


sentence1: i 'm afraid we are out of luck in this one .

sentence2: i think this is one of those things where you are just out of luck .


sentence1: it is more deciding what you should do and what you should get others to do .

sentence2: point is : know what you want and don 't be afraid to ask for it .


sentence1: it varies by the situation .

sentence2: this varies by institution .


sentence1: i have the same thing .

sentence2: i have the same problem .


sentence2: i have the exact same problem .


sentence1: you are on the right path .

sentence2: you 're right on about the sample definition .


sentence1: primer / paint will not work .

sentence2: nope that will not work .


sentence1: the best thing you can do is to know your stuff .

sentence2: the best thing you can do is find something else interesting to do while you wait on hold .


sentence1: it 's also a matter of taste .

sentence2: it 's mostly a matter of taste .


sentence1: i was in a similar situation .

sentence2: personally when i was in a similar situation i sent the couple a card and a gift .


sentence1: you can use it , too .

sentence2: yes , you can do it .


sentence1: you have to decide what you want to get out of this .

sentence2: you have to find out what works for you .


sentence1: it depends on what they are .

sentence2: it depends on how it 's used .


sentence1: i had the same problem as you .

sentence2: i have just had the same problem .


sentence1: sometime if you really want it you might need to pay an agency to get the place for you .

sentence2: you could probably get a tour agency to do it for you but it would cost you .


sentence1: you don 't need to know everything .

sentence2: they just don 't want you to know it .


sentence1: also it is useful to keep the consistency in your story .

sentence2: it is important to keep the story in the scope of your limit .


sentence1: i think it 's just a habit .

sentence2: i think it 's a bad idea .


sentence1: it 's not a good idea .

sentence2: no , it 's not a good thing .


sentence1: i 'm thinking it 's a bad idea .


sentence1: it depends on what you want to do next , and where you want to do it .

sentence2: you need to pick how and where you want to place your foot and do it .


sentence1: you have a problem .

sentence2: this is a big problem .


sentence1: unfortunately the answer to your question is we simply do not know .

sentence2: if the conversation is not about work , you know what the answer is to your own question .


sentence1: unfortunately , this question cannot be answered in its full generality .

sentence2: this cannot be answered in general .


sentence1: i would personally beware of the motley fool .

sentence2: i would recommend looking at the motley fool .


sentence1: i think there isn 't a general answer .

sentence2: i don 't think there is a single definition .


sentence2: not a good idea .


sentence1: you don 't need any visa .

sentence2: you don 't have to worry .


sentence2: you 're probably going to have to read various blogs to get all the information you want .


sentence2: i have exactly the same problem .


sentence1: my answer to your question is " probably not " .

sentence2: the answer to your question is not really .


sentence1: you should do it .

sentence2: you should never do it .


sentence2: i had the same issue .


sentence1: hope this is what you are looking for .

sentence2: is this the kind of thing you 're looking for ?


sentence1: there are two things to consider :

sentence2: i think there are two important things to consider :


sentence1: it 's pretty much up to you .

sentence2: it is up to you .


sentence1: there are a few things you can do :

sentence2: there are a few things you need to consider :


sentence1: the answer to this and all such similar questions is in two stages :

sentence2: the answer to both questions is : yes .


sentence1: it is impossible to answer this question without a form check .

sentence2: this is a part answer to your question


sentence2: there are a few things i think you should do .


sentence2: it depends on what and where you are going to do .


sentence1: there are a few possible reasons .

sentence2: there are a few reasons that paint wrinkles .


sentence1: there are three options :

sentence2: there are only three options :


sentence1: so think it in this way .

sentence2: think of it this way .


sentence1: maybe this could work for you .

sentence2: maybe this can work for you .


sentence1: it depends on what you want to do next , and where you want to do it .

sentence2: they can , but the way to do it depends on what you have available .


sentence1: microwave would be your best bet .

sentence2: your best bet is research .


sentence1: in the us , it will depend on the school .

sentence2: this will depend on the university .


sentence1: it 's not a good idea .

sentence2: it 's not just a good idea , it 's an excellent idea .


sentence1: there are a few things i think you should do .

sentence2: there are a few minimally-effective things you can do at the personal level .


sentence1: i 've had this same problem .

sentence2: i had this same situation .


sentence1: this is not a good idea .

sentence2: not a good idea .


sentence1: i realized there is already an accepted answer but i figure i would add my 2 cents .

sentence2: i know this is an old question but i feel i should add my 2 cents .


sentence1: yes , there is a reason to not do what you propose .

sentence2: yes , there is a chemical difference .


sentence1: yes , there is at least one to my knowledge .

sentence2: to my knowledge , there 's no time requirement .


sentence1: you don 't have to worry .

sentence2: you don 't have to do anything to season it .


sentence1: there is no test that can tell you if it is sealed or not .

sentence2: there is no code telling you that you cannot do this .


sentence1: yes , you should make a résumé .

sentence2: yes , you should talk to your professor .


sentence1: you shouldn 't feel any obligation at all .

sentence2: you don 't need sauce at all .


sentence2: i had this problem before .


sentence1: you may have to experiment and find what you like .

sentence2: you have to find out what works for you .


sentence1: my answer to your question is " probably not " .

sentence2: this is a part answer to your question


sentence1: the key thing to realize here is that it 's not your job to make people do their work .

sentence2: it really isn 't your problem how they are going to find a qualified person to do the job .


sentence1: not a direct answer to the question , but something to consider .

sentence2: not a real answer to your question , but maybe it helps .


sentence1: there are two possible causes for this :

sentence2: there are two options for you -


sentence1: i agree with the other comments .

sentence2: i agree with the previous comments .


sentence1: the answer to both questions is : yes .

sentence2: if the answer to any of these questions is yes , a phd may be worthwhile for you .


sentence1: it rather depends on which country you 're in .

sentence2: that depends on which country you are in .


sentence1: this is a terrible idea .

sentence2: this is a bad idea .


sentence1: driver backs into stroller with child , drives off

sentence2: driver backs into mom , stroller with child then drives off


sentence1: spain princess testifies in historic fraud probe


sentence1: senate confirms obama nominee to key appeals court

sentence2: senate approves obama nominee to key appeals court


sentence1: u.n. rights chief presses egypt on mursi detention

sentence2: un rights chief presses egypt on morsi detention


sentence1: us senate confirms janet yellen as us federal reserve chief

sentence2: senate confirms janet yellen as next federal reserve chair


sentence1: syrian rebel groups battle each other in north


sentence1: mayawati demands president 's rule in kashmir

sentence2: mayawati demands presidents rule in jammu and kashmir


sentence1: uganda 's president signs anti-gay bill

sentence2: uganda 's president signs harsh anti-gay law


sentence1: rocks , tear gas fly as thai protests heat up


sentence1: boston bombing suspect buried in virginia

sentence2: boston bomb suspect buried in virginia cemetery


sentence1: six dead in philippine restaurant blast

sentence2: 6 killed in philippines restaurant blast


sentence1: china army newspaper hits out at us 's prism programme

sentence2: china army newspaper slams us 's prism program


sentence1: silvio berlusconi expelled from italy 's parliament

sentence2: silvio berlusconi expelled from parliament


sentence1: two killed in bahrain car explosion

sentence2: two killed in bahrain car blast


sentence1: russia warns it will respond if interests attacked in ukraine

sentence2: russia warns it will ' respond ' if interests in ukraine attacked


sentence1: hosni mubarak retrial adjourned until 8 june

sentence2: mubarak retrial adjourned to june


sentence1: us drone strike kills eight in waziristan

sentence2: us drone strike kills 11 in pakistan


sentence1: egypt protesters defy cabinet threat to end sit-ins

sentence2: egypt protesters defy cabinet threat


sentence1: couple marry in the uk 's first scientology wedding

sentence2: couple get married in britain 's first scientology wedding


sentence1: russian opposition leader under house arrest

sentence2: russian opposition leader placed under house arrest


sentence1: senate confirms janet yellen as chair of us federal reserve


sentence1: qatar 's emir hands power to his son

sentence2: qatari emir hands power to son tamim


sentence1: philippines typhoon death toll feared to hit 7,000

sentence2: philippines typhoon death toll rises above 5,000


sentence1: egypt braces for ' friday of anger ' after carnage

sentence2: egypt braces for friday of anger after bloody crackdown


sentence1: red sox beat tigers 5-2 to advance to world series

sentence2: red sox beat tigers to reach world series


sentence1: china lands jade rabbit robot rover on moon

sentence2: china lands robot rover on moon


sentence1: ukrainian parliament dismisses president

sentence2: ukraine 's parliament votes to dismiss president


sentence1: venezuela lawmakers brawl amid election tensions

sentence2: venezuela lawmakers brawl over election


sentence1: north korea warns foreigners in south , advising evacuation

sentence2: north korea warns foreigners in south to evacuate


sentence1: captain of sunken south korean ferry arrested

sentence2: captain of capsized s korean ferry arrested


sentence1: cars , drivers plunge into river after wash . i-5 bridge collapse

sentence2: cars plunge into river as us bridge collapses


sentence1: israel confirms strike on syria targeted weapons

sentence2: israel officials : strike on syria targeted weapons


sentence1: death toll in syria now tops 100,000

sentence2: death toll in syria over 100,000 so far


sentence1: communist rebels ambush philippine police , kill 7

sentence2: communist rebels kill eight philippine police


sentence1: egypt 's morsi faces trial for prison break , murder , says prosecution


sentence1: iran nuclear talks enter third day

sentence2: iran nuclear talks enter crucial third day


sentence1: jurors find jodi arias eligible for death penalty

sentence2: jodi arias eligible for death penalty , jury says


sentence1: thai army declares martial law

sentence2: thailand 's army declares martial law , denies coup


sentence1: woman dies while riding roller coaster in texas

sentence2: woman dies riding roller coaster at texas amusement park


sentence1: nobel author doris lessing dies at 94

sentence2: nobel prize winning author doris lessing dies


sentence1: over 100 dead as typhoon slams central philippines

sentence2: at least 100 dead as typhoon batters philippines


sentence1: first post office savings bank atm opens in chennai

sentence2: india 's first post office savings bank atm inaugurated in chennai


sentence1: israel agrees to 12 hour ceasefire

sentence2: israel agrees to 24-hour gaza truce


sentence1: twitter reports blocking in venezuela

sentence2: twitter says images blocked in venezuela


sentence1: quake of 6.2 magnitude strikes off indonesia 's sumatra - usgs

sentence2: earthquake of 6.9 magnitude strikes off indonesia island


sentence1: us supreme court limits president 's recess appointments power

sentence2: high court checks president 's recess appointment power


sentence1: british stuntman fell to his death in wing suit mishap

sentence2: british stuntman dies in wingsuit mishap in alps


sentence1: euro crisis is over , says france 's francois hollande

sentence2: eurozone debt crisis is over , says france 's president


sentence1: what makes india vote ? jaipur lit fest debates

sentence2: what makes india vote ? debate at jaipur literature festival


sentence1: white diamond breaks record in hong kong auction

sentence2: white diamond fetches record $ 34m at hk auction


sentence1: chinese satellite spots large object in search area

sentence2: malaysia : chinese satellite found object in ocean


sentence1: goa building collapse death toll touches 15

sentence2: indian building collapse deaths rise to 14


sentence1: pak religious body endorses underage marriage

sentence2: cii endorses underage marriage


sentence1: treasury proposal sees 1.5 % increase in income tax

sentence2: treasury proposes 1.5 % income tax raise in budget


sentence1: eu ministers of employment and social policy will discuss how to boost employment , integrate social and economic policies

sentence2: eu ministers of employment and social policy to discuss employment boosting strategies


sentence1: hamas urges hizbullah to pull fighters out of syria

sentence2: hamas calls on hezbollah to pull forces out of syria


sentence1: u.s. and russia reach a deal on syria 's chemical weapons

sentence2: china welcomes us , russia deal on syria chemical weapons


sentence1: psni failed ruc officers , tribunal told

sentence2: 13 : 23 psni ' failed ruc officer families'


sentence1: stocks edge lower following retail earnings

sentence2: stocks edge lower after earnings from retailers


sentence1: police helicopter crashes into scottish pub

sentence2: police helicopter crashes on top of bar in glasgow


sentence1: us ups pressure on israel as un demands gaza truce

sentence2: us , un up pressure on israel over gaza


sentence1: australian pm says ' very confident ' signals are from black box

sentence2: australian pm confident sounds are from flight 370


sentence1: mt gox reveals 200,000 ' forgotten ' bitcoin haul

sentence2: mt gox finds 200,000 ' forgotten ' bitcoins


sentence1: mandela 's condition has ' improved'

sentence2: mandela 's condition has ' worsened over past 48 hours'


sentence1: chinese lunar rover lands on moon

sentence2: china lands robot rover on moon


sentence1: boy , 14 , arrested for sex attacks around a university campus

sentence2: two teenagers arrested after string of sex attacks on manchester university campus


sentence1: philippe becomes king of belgium

sentence2: philippe ascends throne of divided belgium


sentence1: india anti-graft party takes charge in new delhi

sentence2: india 's anti-graft party forms government in delhi


sentence1: spain approves new restrictive abortion law

sentence2: spanish government approves tight restrictions on abortion


sentence1: obama orders syria ' gas attack ' inquiry

sentence2: un urges syria gas attack inspection


sentence1: german ambassador 's athens residence shot at

sentence2: shots fired at german ambassador 's residence in athens


sentence1: ukraine 's jailed opposition icon tymoshenko walks free

sentence2: ukraine 's opposition chief wants more protests


sentence1: oklahoma examines what went wrong in botched execution

sentence2: okla. inmate dies of heart attack after botched execution


sentence1: napolitano elected for second term as italy president

sentence2: italian president napolitano elected for second term


sentence1: more than 100 injured in texas plant blast

sentence2: hundreds believed injured in texas fertiliser plant blast


sentence1: un court convicts 6 bosnian croats of atrocities

sentence2: un war crimes court convicts six bosnians croats


sentence1: saudi man with pressure cooker arrested at detroit airport

sentence2: saudi man traveling with pressure cooker arrested


sentence1: north korea says to put us citizen on trial

sentence2: north korea says detained american tourist to face trial


sentence1: thai protests escalate amid violence

sentence2: thai protesters call general strike


sentence1: egypt imposes state of emergency after 95 people killed

sentence2: egypt announces one-month state of emergency nationwide


sentence1: rallies demand ' justice for trayvon'

sentence2: across us , people rally for ' justice for trayvon'


sentence1: un warns of plight of women , children in syria 's homs

sentence2: unicef calls for immediate safe access to women , children in homs


sentence1: redford touts alberta economy ahead of vote on leadership

sentence2: redford addresses pc convention ahead of leadership review


sentence1: hagel , dempsey face congress over defense budget

sentence2: hagel laments " political " changes to us defence budget


sentence1: sony to sell pc unit and cut jobs

sentence2: sony to axe pc unit in major business overhaul


sentence1: man kills 4 in calif. before police shoot him dead

sentence2: police : gunman killed 6 in california shootings


sentence1: n. korea deports elderly american

sentence2: north korea deports detained us war veteran


sentence1: search leader urges caution in findings related to missing malaysian jetliner

sentence2: searchers hoping pings come from lost malaysian airliner


sentence1: mandela remembered by family , as stadium memorial service is planned

sentence2: mandela 's family thanks nation and world for support


sentence1: protests after george zimmerman acquitted in trayvon martin case

sentence2: zimmerman acquitted in slaying


sentence1: ukrainian presidency says deal reached at crisis talks

sentence2: ukraine rivals sign deal to end crisis


sentence1: obama mulls limited military action in syria

sentence2: obama urges military action against syria , but will seek congress ' ok


sentence1: syria 's pm escapes assassination try , regime says

sentence2: syrian prime minister survives assassination attempt


sentence1: obama holds out over syria strikes

sentence2: uk urges countries over syria aid


sentence1: jordan elected to take saudi seat on un security council

sentence2: jordan elected to un security council seat that saudi arabia rejected


sentence1: maldives begins to vote in controversy-ridden presidential poll

sentence2: crisis-hit maldives holds new presidential poll


sentence1: at least 18 killed in iraq mosque bombing

sentence2: more than 60 killed at iraq funeral


sentence1: police surround protesters in belfast ahead of g8

sentence2: peaceful anti-g8 protest held in belfast


sentence1: george zimmerman found not guilty of trayvon martin murder

sentence2: george zimmerman verdict propels cable news into talkradio mode


sentence1: ten rescued off waterford , dublin coasts

sentence2: six rescued after boat capsizes in dublin bay


sentence1: mandela spends third day in hospital

sentence2: mandela in hospital for 3rd day


sentence1: one killed in clashes at muslim brotherhood cairo offices

sentence2: egypt : protesters storm muslim brotherhood 's hq


sentence1: saudi women to protest against driving ban

sentence2: saudi women drive in protest with little problem


sentence1: obama , hollande hail transformed us-french relationship

sentence2: hollande arrives for us state visit


sentence1: russian parliament allows putin to use military in ukraine

sentence2: president obama warns russia to stay out of ukraine


sentence1: nelson mandela hospital release reports ' incorrect'

sentence2: nelson mandela goes home after hospital stay


sentence1: world stocks rise on hopes fed to keep stimulus

sentence2: fed expected to maintain stimulus


sentence1: no winners in a war of sanctions

sentence2: the impact of sanctions on russia


sentence1: south korean soldier reportedly flees after killing 5 comrades at border with north korea

sentence2: south korean soldier kills comrades and flees


sentence1: world cup hit by new stadium death

sentence2: worker dies at world cup stadium


sentence1: tata nano and other indian small cars fail crash tests

sentence2: how does world 's cheapest car do in crash test ?


sentence1: greece reaches agreement with troika , bailout tranche expected within days

sentence2: debt inspectors reach agreement with greece


sentence1: murray ends 77-year wait for british win

sentence2: murray wins wimbledon title ends britains 77year agony


sentence1: malaysia airlines plane crashes on ukraine-russia border - live

sentence2: us : russia massing troops on ukraine border


sentence1: tycoon claims win in ukraine and promises to seek future in eu

sentence2: polling stations open at ukrainian presidential election


sentence1: us to determine extent of chemical weapons use by syria

sentence2: what we know so far about chemical weapons in syria 's civil war


sentence1: the covert war in pakistan

sentence2: new major earthquake rocks southwest pakistan


sentence1: syria agrees to surrender chemical weapons

sentence2: uk 's cameron : syria , russia must show chemical arms proposal is genuine


sentence1: russia 's putin claims authority to invade ukraine

sentence2: kremlin : putin yet to decide on using russian troops in ukraine


sentence1: senior cpc official meets top dprk leader 's special envoy

sentence2: north korean leader sends ' special envoy ' to china


sentence1: turkey unrest goes on despite end to park protest

sentence2: turkish pm erdogan says " duty " to order crackdown on istanbul park protest


sentence1: pope calls for action on climate change in draft encyclical

sentence2: pope urges action on climate change in draft encyclical


sentence1: singapore shares open 0.28 % lower on thursday

sentence2: singapore shares open 0.19 % higher on thursday


sentence1: who is jihadi john ?

sentence2: who was ' jihadi john ? '


sentence2: iran , iaea officials meet ahead of march nuclear deadline : isna


sentence1: headlines in major iranian newspapers on oct 4

sentence2: headlines in several iranian newspapers on oct 19


sentence1: bombings kill 9 people in iraqi capital

sentence2: bombings kill 19 people in iraq


sentence1: us attorney general holder resigns

sentence2: us attorney general eric holder to resign


sentence1: u.s. , eu widen sanctions on russia

sentence2: u.s. , eu boost sanctions on russia


sentence1: 10 things to know for wednesday

sentence2: 10 things to know for thursday


sentence1: top asian news at 2 : 30 p.m. gmt

sentence2: top asian news 1 : 25 p.m. gmt


sentence1: how the dow jones industrial average did wednesday

sentence2: how the dow jones industrial average fared on monday


sentence1: hajj to go ahead despite crane collapse , officials vow

sentence2: hajj to go ahead despite crane collapse


sentence1: us house republicans elect paul ryan as speaker

sentence2: us house republicans eye reluctant ryan for speaker


sentence1: top asian news at 4 : 00 p.m. gmt

sentence2: top asian news 8 : 39 a.m. gmt


sentence1: singapore shares open 0.83 % higher on wednesday

sentence2: singapore shares open 0.06 % lower on tuesday


sentence1: china treasury bond futures open higher tuesday

sentence2: china treasury bond futures close mixed wednesday


sentence2: attorney general eric holder to resign


sentence1: headlines in major iranian newspapers on sept 27


sentence1: abbvie sours on $ 55b shire deal after tax changes

sentence2: abbvie cools on $ 55bn shire deal after us tax changes


sentence1: china on high alert for typhoon kalmaegi

sentence2: china issues yellow alert for typhoon kalmaegi


sentence1: saudi-led airstrikes hit yemeni capital

sentence2: saudi airstrikes in yemen 's capital kill 29


sentence1: new un peacekeeping chief named for central african republic

sentence2: un takes over peacekeeping in central african republic


sentence1: militant attack from afghanistan kills four in upper dir

sentence2: militant attack from afghanistan kills fc soldier in balochistan


sentence1: mali hunts jihadist nightclub killers

sentence2: militants attack un as mali hunts jihadist nightclub killers


sentence1: 7.3 magnitude earthquake strikes nepal

sentence2: 6.6-magnitude earthquake strikes off indonesia


sentence1: tokyo shares open higher over buoyant u.s. market

sentence2: tokyo shares open higher tracing u.s. gains


sentence1: iran 's parliament backs nuclear deal

sentence2: iran hardliners attack nuclear deal


sentence1: hawaii preps for first hurricane in 22 years

sentence2: hawaii bracing as first hurricane in 22 years approaches


sentence1: iraq bombings kill at least 26

sentence2: iraq suicide bomber kills at least 12


sentence1: sierra leone in ebola lockdown

sentence2: sierra leone reaches final day of ebola lockdown


sentence1: tokyo shares open higher on buoyant u.s. market

sentence2: tokyo shares open higher following strong u.s. performance


sentence1: oil falls in asian trade

sentence2: oil prices down in asian trade


sentence1: israeli forces detain palestinian mp in hebron

sentence2: israeli forces detain 2 palestinians in overnight arrest raids


sentence1: 4 killed , several injured in sw china car accident

sentence2: two killed , seventeen injured in raiwind road accident


sentence1: more than 3,400 migrants rescued at sea in mediterranean

sentence2: over 2,000 migrants rescued from wooden boats in mediterranean


sentence1: lewis hamilton takes pole for russian gp

sentence2: lewis hamilton wins inaugural russian gp


sentence1: un security council hears yemen envoy 's final ...

sentence2: un security council urges yemen 's houthis to end ...


sentence1: israeli forces arrest 21 palestinians overnight , clash with locals

sentence2: israeli security forces arrest 8 palestinians in overnight west bank sweeps


sentence1: 13 killed in afgan terror attack

sentence2: 6 killed in afghan capital mosque attack


sentence1: 4 dead , 3 injured in east china road accident

sentence2: 2 dead , 8 injured in central israel traffic accident


sentence1: rev 's early reads : march 2

sentence2: rev. ' s early reads : sept . 3rd , 2015


sentence1: markets live : waiting for china data

sentence2: markets live : china drags


sentence1: palestinians , israeli police clash at jerusalem 's al-aqsa

sentence2: palestinian shot by israeli police in east jerusalem dies


sentence1: suspected boko haram suicide bombers in nigeria kill 24

sentence2: suspected boko haram attacks kill dozens in nigeria


sentence1: the end of the hong kong protests ?

sentence2: uk ' concern ' over hong kong protests


sentence1: russian warplanes strike inside syria

sentence2: russian roulette in syria


sentence1: cctv of gunmen in tunisia museum attack

sentence2: 19 killed in tunis museum attack


sentence1: live blog : ukraine in crisis

sentence2: live blog : iraq in turmoil


sentence1: israeli police clash with palestinian protesters at sensitive jerusalem holy site

sentence2: israel police clash with palestinians in jerusalem


sentence1: nigeria votes in tight presidential election

sentence2: guineans go to the polls in presidential elections


sentence1: prince william dons samurai gear on japan tour

sentence2: prince william of britain arrives in beijing


sentence1: pope canonizes 2 palestinians

sentence2: sweden recognizes palestinian state


sentence1: 3 killed , 4 injured in los angeles shootings

sentence2: five killed in saudi arabia shooting


sentence1: micronesia vice president to visit china

sentence2: vice president of bolivia to visit china


sentence1: islamic state issues video of beheading of us hostage

sentence2: islamic state posts second propaganda video of uk hostage


sentence1: iran ends cooperation agreement with pakistan

sentence2: iran , tajikistan sign cooperation agreement


sentence1: teenager tests negative for ebola

sentence2: texas hospital worker tests positive for ebola


sentence1: texas sues over syrian refugees

sentence2: turkey ' exploits ' syrian refugees


sentence1: new us sanctions target overseas cyber attackers

sentence2: china disagrees with u.s. sanctions program on overseas cyber attackers


sentence1: 5 killed in israeli air strikes in gaza

sentence2: 38 is militants killed in clashes , air strikes in iraq


sentence1: deadly blast rocks coal mine in east ukraine

sentence2: 12 dead , despite cease-fire in east ukraine


sentence1: greece bailout uncertainty weighs on global markets

sentence2: greece concerns drag on asia markets


sentence1: funeral of ian paisley to take place in belfast

sentence2: funeral of mh17 victim liam sweeney takes place in newcastle


sentence1: rooney helps man united beat everton 3-0 in premier league

sentence2: west ham beats newcastle 2-0 in premier league


sentence1: hard-line jewish leader shot in jerusalem

sentence2: israeli leader urges calm in jerusalem


sentence1: waba emerges new nlc president

sentence2: waiting for the next president


sentence1: backstage moves intensify as fight against islamic state widens

sentence2: mixed progress reported in fight against islamic state


sentence1: egypt : ipi urges release of al jazeera journalist arrested in berlin

sentence2: egypt sentences al jazeera journalists to jail


sentence1: occupied palestinian territory : israeli forces continue to shed palestinian blood in opt

sentence2: occupied palestinian territory : israel warns on security as gaza truce talks resume


sentence1: 5 us airstrikes target islamic state fighters

sentence2: kurds see turkey impeding islamic state fight


sentence1: libya : un orders investigation into libya rights abuses

sentence2: india 's top court orders investigation into job scam , deaths


sentence1: taiwan coast guard launches new ships as south china sea tensions rise

sentence2: chinese military reaches out amid south china sea tensions


sentence1: burundi police fire tear gas at protesters

sentence2: montenegrin police fire teargas to disperse opposition


sentence1: nepal earthquake death toll surpasses 7,000

sentence2: death toll in nepal earthquake tops 8,000


sentence1: ashya 's parents arrive for extradition hearing

sentence2: ashya king 's parents freed from jail in spain


sentence1: nigeria admits slow response in ebola case

sentence2: us ramps up response to ebola crisis


sentence1: thousands cross austria-hungary border

sentence2: thousands of russians stranded abroad


sentence1: kranjcar leaves it late to rescue qpr against moses-inspired stoke

sentence2: harry kane leaves it late to rescue a point for tottenham hotspur


sentence1: oscar pistorius sentenced to 5 years in prison

sentence2: 'bookkeeper of auschwitz ' sentenced to four years in prison


sentence1: pro-palestinian activists march to un headquarters

sentence2: pro-palestinian activists prepare flotilla to break gaza blockade


sentence1: benzema faces possible charges in sex-tape case

sentence2: menendez faces possible corruption charges


sentence1: us senate votes to advance iran nuclear review bill

sentence2: us scientists praise iran nuclear deal


sentence1: all 224 dead in russian airliner mystery crash

sentence2: heat flash detected at time of russian airliner crash


sentence1: govt. to hold talks with ftii students

sentence2: cameron to hold talks with sturgeon on uk future


sentence1: li na to announce retirement

sentence2: us senator ted cruz to announce presidential bid


sentence1: gunners fire but fail to advance in champions league

sentence2: epl clubs out to avoid champions league woes


sentence1: scientists prove there is water on mars

sentence2: has nasa discovered water on mars ?


sentence1: iranian president praises nuclear deal

sentence2: iran arrests several spies near nuclear plant


sentence1: boko haram disrupts nigerian elections

sentence2: press awash with nigeria \ ' s general elections


sentence1: south korea regrets north 's refusal of talks

sentence2: south korea reports 14th mers death , 12 new cases


sentence1: plane crash site search called off for the night

sentence2: tour de france pack sets off for stage 15


sentence1: editors from around the world urge turkey to protect media

sentence2: media freedom at stake as turkey fights rebels


sentence1: obama queries turnbull over china port deal

sentence2: spanish bulls gore seven to death


sentence1: china 's generous 1mdb bid seen reaping it big returns in malaysia

sentence2: china keeps an eye on visiting tiger freed by russian president


sentence1: hezbollah targets qaeda gathering along border with syria

sentence2: belarus tightens security along the border with ukraine


sentence1: south korea reports seven new mers cases

sentence2: south korean woman in contact with mers patient dies


sentence1: obama calls for international front against is

sentence2: obama vows to save iraqis stranded on mountain


sentence1: u.s. military says it conducts airstrikes against is in syria , iraq

sentence2: observatory says russian air strikes kill 45 in syria


sentence1: who abandoned 3 boeing planes at the airport ?

sentence2: police abandon posts in lesotho , fear for lives


sentence1: north korea to put us citizen on trial

sentence2: n korea hit with new us sanctions


sentence1: hong kong officials resume work as protests thin

sentence2: hong kong student leaders mull protest retreat


sentence1: ebola uk : nhs staff ' panicked ' after suspected ebola cases

sentence2: uk says investigating 2 suspected mers cases


sentence1: uk leader signals support for airstrikes on is in syria

sentence2: why cyprus backs cameron 's push for uk air strikes in syria


sentence1: philippines , canada pledge to further boost relations

sentence2: philippines saves 100 after ferry sinks


sentence1: israel bars palestinians from jerusalem 's old city

sentence2: two-state solution between palestinians , israel pie in sky


sentence1: how much do you know about secret service ?

sentence2: lawmakers from both sides express outrage at secret service


sentence1: n. korea agrees to talks with south

sentence2: johor crowns its fifth sultan


sentence1: iran , a large important partner for russia : novak

sentence2: iran reiterates support for iraq , syria


sentence1: taiwan 's president charters plane to pay respects to lee

sentence2: poland president loses to challenger


sentence1: two palestinians die in attacks on israelis ahead of kerry visit

sentence2: palestinian official slams israel 's stone-throwing bill


sentence1: thomas cook accused of putting costs before customers

sentence2: university of florida frat accused of spitting on wounded war veterans


sentence1: narendra modi ' photoshopped ' image of chennai floods visit goes viral

sentence2: pm narendra modi speaks of non-discrimination and equality


sentence1: un chief welcomes peaceful presidential elections in guinea

sentence2: un chief condemns attack against peacekeepers in mali


sentence1: obama struggles to soothe saudi fears as iran talks resume

sentence2: myanmar struggles to finalize voter lists for sunday polls


sentence1: pakistan executions draw international ire

sentence2: pakistan protests ceasefire violations by india


sentence1: south korea declares end to mers outbreak

sentence2: north korea delegation meets with south korean officials


sentence1: pranab stresses need to strive for peace by nations

sentence2: wto : india regrets action of developed nations


sentence1: volkswagen skids into red in wake of pollution scandal

sentence2: volkswagen 's " gesture of goodwill " to diesel owners


sentence1: two australians killed in kenya after bus crashed into river

sentence2: permalink to two killed in germany train accident


sentence1: france shuts mosque , arrests man in crackdown after attacks

sentence2: security tightened at new delhi churches after attacks


sentence1: russian plane reportedly crashes in egypt

sentence2: pilot killed as us jet crashes in england


sentence1: severe gales as storm clodagh hits britain

sentence2: merkel pledges nato solidarity with latvia


sentence1: dozens of egyptians hostages taken by libyan terrorists as revenge for airstrikes

sentence2: egyptian boat crash death toll rises as more bodies found in nile


sentence1: president heading to bahrain

sentence2: president xi : china to continue help to fight ebola


sentence1: china , india vow to further bilateral ties

sentence2: china scrambles to reassure jittery stock traders


sentence1: obama is right : africa deserves better leadership

sentence2: obama waiting for midterm to name attorney general


sentence1: putin spokesman : doping charges appear unfounded

sentence2: the latest on severe weather : 1 dead in texas after tornado


sentence1: new video shows us police officers beating mentally-ill man

sentence2: new york police officer critically wounded in hatchet attack


sentence1: vector space representation results in the loss of the order which the terms are in the document .

sentence2: if a term occurs in the document , the value will be non-zero in the vector .


sentence1: inheritance in object oriented programming is a way to form new classes using classes that have already been defined .

sentence2: the peropos of inheritance in object oriented programming is to minimize the reuse of existing code without modification .


sentence1: to explain further vector space models , basically a document is characterized by a vector .

sentence2: a document is represented as a vector .


sentence1: bayes ’ theorem was names after rev thomas bayes and is a method used in probability theory .

sentence2: as an official theorem , bayes ' theorem is valid in all universal interpretations of probability .


sentence1: if a term appears in the document then its value in the vector is non-zero .

sentence2: a document is represented as a vector and each dimension corresponds to a separate term .


sentence1: • p ( a | b ) is the conditional probability of a , given b .

sentence2: • p ( b | a ) is the conditional probability of b given a .


sentence1: the differing application has a direct influence on what the definition of the term means .

sentence2: the way that a ' term ' is defined depends on the application .


sentence1: thus , the " program " is the optimal plan of action that is being produced .

sentence2: thus , the " program " is the optimal plan for action that is produced .


sentence1: thus , the " program " is the optimal plan for action that is produced .

sentence2: therefore , the " program " is the optimal plan for action that is produced .


sentence1: one of the best known schemes is tf-idf weighting ( see the example below ) .

sentence2: one of the best known methods is called tf-idf weighting .


sentence1: it is " previous " in the sense that it does not take into account any information about b .

sentence2: it does not take into account any information about b and therefore is considered “ prior ” .


sentence1: the algebraic model for representing text documents and objects as vectors of identifiers is called the vector space model .

sentence2: a possible use for a vector space model is for retrieval and filtering of information .


sentence1: secondly to define the value of the optimal solution recursively .

sentence2: generalise the structure of an optimal solution 2 .


sentence1: there are two main approaches for dynamic programming .

sentence2: there are four steps in dynamic programming : 1 .


sentence1: p ( a ) , or the probability that the student is a girl regardless of any other information .

sentence2: it is mainly used to calculate the probability of one event ’ s outcome given that a previous event happened .


sentence1: for instance , a events schedule at an exhibition is sometimes called a program .

sentence2: for instance , a finalized schedule of events at an exhibition is sometimes called a program .


sentence1: this can be useful when the number of times a word appears is not considered important .

sentence2: one of the most important uses of page rank is its meaning to advertising .


sentence1: define value of optimal solution recursively .

sentence2: characterise structure of an optimal solution .


sentence1: it was first used in the smart information retrieval system .

sentence2: it is used in information retrieval and was first used in the smart information retrieval system .


sentence1: in vector space model , the documents from which the information is to be retrieved are represented as vectors .

sentence2: the vector space model has several disadvantages .


sentence1: a term which occurs in the document has a value in the vector of non-zero .

sentence2: the order in which the terms appear in the document is lost in the vector space representation .


sentence1: vector space representation results in the loss of the order which the terms are in the document .

sentence2: in the vector space model a document is represented as a vector .


sentence1: the easiest way to look at inheritance is as an “ … is a kind of ” relationship .

sentence2: an example of this gain in efficiency is a path-finding problem .


sentence1: if a term exists in a document , its value in the vector is not equal to zero .

sentence2: a document is represented as a vector , with each dimension corresponding to a separate term .


sentence2: since the pagerank is the most important algorithms which is used in the google engine .


sentence1: a document is represented as a vector , with each dimension corresponding to a separate term .

sentence2: the basic idea is to represent each document as a vector of certain weighted word frequencies .


sentence1: thus , the " program " is the optimal plan for action that is produced .

sentence2: after this , it is using this to pick the best overall path .


sentence1: a document is represented as a vector .

sentence2: the vector space model are the documents which are represented as “ bags of words ” .


sentence1: the value of a vector is non-zero if a term occurs in the document .

sentence2: a term which occurs in the document has a value in the vector of non-zero .


sentence1: a page that is linked to by many pages with high pagerank receives a high rank itself .

sentence2: a link to a page is seen as a vote of support .


sentence1: several different ways of computing these values , also known as ( term ) weights , have been developed .

sentence2: other ways of computing these values , or weights , have been developed .


sentence2: the value of a vector is non-zero if a term occurs in the document .


sentence1: p ( b ) ( a.k.a. the normalizing constant ) is the prior or marginal probability of b .

sentence2: p ( b ) is the prior or marginal probability of b , and acts as a normalizing constant .


sentence1: the pagerank is computed iteratively , and it is found that the pagerank values converge fairly rapidly .

sentence2: the pagerank depends on the pagerank rating and number of all pages that have links to it .


sentence1: in general , we can solve a problem with optimal substructure using a three-step process : 1 .

sentence2: in a word , we can solve a problem with optimal substructure using a three-step process .


sentence1: in the vector space model a document is represented as a vector .

sentence2: a possible use for a vector space model is for retrieval and filtering of information .


sentence1: one of its uses is calculating posterior probabilities given observations .

sentence2: it is usually used to calculate posterior probabilities given observations .


sentence1: if a term appears in the document , the terms value in the vector is non-zero .

sentence2: each item in the vector represents a different keyword .


sentence1: finally , the order in which the terms appear in the document is lost in the vector space representation .


sentence2: many different ways of calculating these values , also known as ( term ) weights , have been developed .


sentence1: to derive the theorem , we begin with the definition of conditional probability .

sentence2: in probability theory , the prior and conditional probabilities of two random events are related by bayes ' theorem .


sentence1: the way that a ' term ' is defined depends on the application .

sentence2: the definition of term is dependent on the application .


sentence1: its first application was in the smart information retrieval system .

sentence2: it was used in the first time in the smart information retrieval system .


sentence1: it doesn 't take into account any information about b , so it is " prior " .

sentence2: however an object cannot be cast to a class which is no relative of it .


sentence1: following this , each web page is given a ranking of 0-10 according to its relevance to a search .

sentence2: a variation of the pagerank method bases the importance of a webpage on how many visits the page gets .


sentence1: thus , the program is the best plan for action that is produced .

sentence2: thus , the " program " is the optimal plan of action that is being produced .


sentence1: this means that inheritance is used when types have common factors and these would be put into the superclass .

sentence2: they do not have to be written in a computer language .


sentence1: these subproblems are not , however , independent .

sentence2: it is similar to divide and conquer , however is differentiated as its subproblems are not independent .


sentence1: the key to dynamic programming is to find the structure of optimal solutions .

sentence2: in general , dynamic programming is used on optimisation problems , where the most efficient solution is needed .


sentence1: when a document is represented as a vector , each dimension corresponds to a separate term .

sentence2: each dimensions corresponds to a separate terms .


sentence1: bayes theorem is a mathematical formula used to calculate conditional probabilities .

sentence2: bayes ' theorem relates the conditional and marginal probabilities of two random events .


sentence1: lucky joe likes to predict the colour of the ball he selects and he is 80 % accurate .

sentence2: joe records all of his results and about 0.5 % of the time he accidently records the wrong results .


sentence2: the other method is the top down approach which is a method that combines memorization and recursion .


sentence1: it is usually used to calculate posterior probabilities given observations .

sentence2: it is usually be used to compute posterior probabilities given observations .


sentence1: the methodology takes much less time rather than naive methods .

sentence2: the method takes much less time than naive methods .


sentence2: this is a much quicker method than other more naive methods .


sentence1: the definition of term is dependent on the application .

sentence2: the definition of term depends on the application .


sentence1: characterise structure of an optimal solution .

sentence2: use these optimal solutions to construct an optimal solution for the original problem .


sentence1: the theorem is often used when we have observations and wish to compute posterior probabilities .

sentence2: it is usually used to calculate posterior probabilities given observations .


sentence1: occasionally it is advantageous to differentiate between these uses , as it is not necessarily noticeable from context .

sentence2: it also provides a way to generalize du to the " is a " relationship between classes .


sentence1: construct an optimal solution from computed values .

sentence2: define value of optimal solution recursively .


sentence2: the basic idea is to represent each document as a vector of certain weighted word frequencies .


sentence2: each dimension corresponds to a separate term .


sentence1: mathematicians use the word to describe a set of rules which anyone can follow to solve a problem .

sentence2: however an object cannot be cast to a class which is no relative of it .


sentence1: whilst bayesians describe probabilities in terms of beliefs and degrees of uncertainty .

sentence2: at the same time , bayesians describe probabilities in terms of beliefs and degrees of uncertainty .


sentence1: it is used in information filtering , information retrieval , indexing and relevancy rankings .

sentence2: it is used in information filtering , indexing , relevancy rankings and information retrieval .


sentence1: in probability theory , bayes ' theorem relates the conditional and marginal probabilities of two random events .

sentence2: bayes ' theorem is useful in evaluating the result of drug tests .


sentence1: outbound , links from your page to others .

sentence2: dangling , links to a page which has no links to others .


sentence1: vector space representation results in the loss of the order which the terms are in the document .

sentence2: in vector space model , the documents from which the information is to be retrieved are represented as vectors .


sentence1: in computer science ; dynamic programming is a way of solving problems consist of overlapping subproblems and optimal substructure .

sentence2: however , the key in dynamic programming is to determine the structure of optimal solutions .


sentence1: if a term appears in the document , the terms value in the vector is non-zero .

sentence2: vector space representation results in the loss of the order which the terms are in the document .


sentence1: in vector space model , the documents from which the information is to be retrieved are represented as vectors .

sentence2: finally , the order in which the terms appear in the document is lost in the vector space representation .


sentence1: for instance , a finalized schedule of events at an exhibition is sometimes called a program .

sentence2: the typical example could be of a finalized schedule of events at an exhibition .


sentence1: several different ways of computing these values , also known as ( term ) weights , have been developed .

sentence2: several different ways of computing these values , additionally known as ( term ) weights , have been developed .


sentence1: if a term exists in a document , its value in the vector is not equal to zero .

sentence2: if a term appears in the document then its value in the vector is non-zero .


sentence1: a hyperlink to a page counts as a vote of support .

sentence2: a link to a page is seen as a vote of support .


sentence1: this means that inheritance is used when types have common factors and these would be put into the superclass .

sentence2: the main problem is divided into sub problems which are solved and stored for future use .


sentence1: most of these languages provide an “ extend ” keyword , which is used to subclass another .

sentence2: for example , a program could exist to model different forms of transport .


sentence2: for example , a schedule of events at an exhibition is sometimes called a programme .


sentence1: the value of a vector is non-zero if a term occurs in the document .

sentence2: each document is a vector where each word is a dimension .


sentence1: the theorem is often used when we have observations and wish to compute posterior probabilities .

sentence2: it is often used to calculate posterior probabilities given observations .


sentence1: other possible uses for vector space models are indexing and also to rank the relevancy of differing documents .

sentence2: in this classic model the term specific weights in the document vectors are products of local and global parameters .


sentence1: the correct answer can be computed using bayes ' theorem .


sentence1: • p ( b | a ) is the conditional probability of b given a .

sentence2: p ( a | b ) is the conditional probability of a , given b .


sentence1: since the pagerank is the most important algorithms which is used in the google engine .

sentence2: the pagerank is a recursive algorithm used by google to determine which webpages are more important than others .


sentence1: nevertheless , the patent is assigned to the university of stanford and not to google .

sentence2: however , the patent is assigned to stanford university and not to google .


sentence2: it is therefore used to create relationships between one object and another .


sentence1: in the vector space model a document is represented as a vector .

sentence2: a document is represented as a vector , and each dimension corresponds to a separate term .


sentence1: p ( b ) is the prior or marginal probability of b , and acts to normalise the probability .

sentence2: p ( b ) ( a.k.a. the normalizing constant ) is the prior or marginal probability of b .


sentence1: this can be useful when the number of times a word appears is not considered important .

sentence2: the easiest way to look at inheritance is as an “ … is a kind of ” relationship .


sentence1: in probability theory , bayes ' theorem relates the conditional and marginal probabilities of two random events .


sentence1: the definition of term depends on the application .

sentence2: the definition of a term depends on the application .


sentence1: break up the problem different smaller subproblems .

sentence2: a problem with overlapping subproblems means that the same subproblems may be used to solve many different larger problems .


sentence1: inheritance is a method of forming new classes using predefined classes .

sentence2: inheritance in object oriented programming is a way to form new classes using classes that have already been defined .


sentence1: so the same rule applies with keywords and indeed longer phrases .

sentence2: single words , keywords and occasionally longer phrases are used for terms .


sentence1: there is also conditional probability which is usually interested in the way variables relate to each other .


sentence1: thus , the program is the best plan for action that is produced .

sentence2: thus , the " program " is the optimal plan for action that is produced .


sentence1: inheritance is a basic concept in object oriented programming .


sentence1: programming , in this sense , means finding an acceptable plan of action .

sentence2: programming , in this sense , means finding an acceptable plan , an algorithm .


sentence1: the vector space model has some limitations : 1 .

sentence2: the vector space model has several disadvantages .


sentence1: using the vector space model for information retrieval models all pages and queries as high-dimensional sparse vectors .

sentence2: a possible use for a vector space model is for retrieval and filtering of information .


sentence1: one of the most famous schemes is tf-idf weighting .

sentence2: one of the best known schemes is tf-idf ( term frequency-inverse document frequency ) weighting .


sentence1: a document is represented as a vector , with each dimension corresponding to a separate term .

sentence2: a document has representation as a vector .


sentence1: vector space representation results in the loss of the order which the terms are in the document .

sentence2: the order in which terms appear in the document is lost in a vector space representation .


sentence1: p ( a ) is the probability of the student being a girl ( which is 2 / 5 ) .

sentence2: what is the probability this student is a girl ?


sentence1: the basic idea is to represent each document as a vector of certain weighted word frequencies .

sentence2: if a term appears in the document , the terms value in the vector is non-zero .


sentence1: therefore , the " program " is the optimal plan for action that is produced .


sentence1: this is highly used in dynamic programming .

sentence2: there are four steps in dynamic programming : 1 .


sentence1: other ways of computing these values , or weights , have been developed .

sentence2: many different methods of calculating these values , sometimes known as ( term ) weights , have been developed .


sentence1: it is usually be used to compute posterior probabilities given observations .

sentence2: it is used to compute posterior probabilities given observations .


sentence1: in probability theory , bayes ' theorem relates the conditional and marginal probabilities of two random events .

sentence2: bayes theorem is a mathematical formula used to calculate conditional probabilities .


sentence1: p ( b ) is the prior or marginal probability of b , and acts as a normalizing constant .

sentence2: p ( b | a ) is the conditional probability of b given a .


sentence1: a website ’ s page rank , is how ‘ important ’ it is on the web .

sentence2: a variation of the pagerank method bases the importance of a webpage on how many visits the page gets .


sentence1: in computer science ; dynamic programming is a way of solving problems consist of overlapping subproblems and optimal substructure .

sentence2: dynamic programming is a very powerful mathematical technique , often utilised in programming , for solving optimization problems .


sentence1: the most popular is tf-idf weighting .

sentence2: one of the most famous schemes is tf-idf weighting .


sentence1: this method is used in the google toolbar , which reports back actual site visits to google .

sentence2: in order to prevent spamming , google releases little information on the way in which a pagerank is calculated .


sentence1: to achieve this , the programmer has to note generalisations and similarities about various aspects of the program .

sentence2: mathematicians use the word to describe a set of rules which anyone can follow to solve a problem .


sentence1: construct an optimal solution from computed values .

sentence2: the last point would be to construct an optimal solution from the computed values .


sentence1: if the term doesn ’ t occur within the document , the value in the vector is zero .


sentence1: this is a much quicker method than other more naive methods .

sentence2: the method takes much less time than naive methods .


sentence1: p ( b ) is the prior or marginal probability of b , and acts to normalise the probability .

sentence2: p ( a ) , or the probability that the student is a girl regardless of any other information .


sentence1: inheritance in object oriented programming is a way to form new classes using classes that have already been defined .

sentence2: inheritance in object oriented programming is where a new class is formed using classes which have allready been defined .


sentence1: they also inherit the attributes and methods of its superclass .

sentence2: the new classes are called derived classes and they inherit the behaviours and attributes of the base classes .


sentence1: a term which occurs in the document has a value in the vector of non-zero .

sentence2: a document is represented as a vector , with each dimension corresponding to a separate term .


sentence1: if a term appears in the document , the terms value in the vector is non-zero .

sentence2: a term which occurs in the document has a value in the vector of non-zero .


sentence1: the order in which terms appear in the document is lost in a vector space representation .

sentence2: in vector space model , the documents from which the information is to be retrieved are represented as vectors .


sentence1: the vector space model has some limitations : 1 .

sentence2: limitation : there is some limitation of vector space model .


sentence1: however , the vector space model has limitations .

sentence2: the limitations of the vector space model are thus .


sentence1: the method can be abused when people deliberately link to sites in order to raise a site 's pagerank .


sentence1: when a document is represented as a vector , each dimension corresponds to a separate term .

sentence2: to explain further vector space models , basically a document is characterized by a vector .


sentence1: the basic idea is to represent each document as a vector of certain weighted word frequencies .


sentence1: programming , in this sense , means finding an acceptable plan of action .

sentence2: programming means finding a plan of action .


sentence1: google ’ s payoff is that it gets to track the behaviour of actual users .

sentence2: after this , it is using this to pick the best overall path .


sentence1: this means that inheritance is used when types have common factors and these would be put into the superclass .

sentence2: there is also conditional probability which is usually interested in the way variables relate to each other .


sentence1: bayes ’ theorem was names after rev thomas bayes and is a method used in probability theory .

sentence2: as a formal theorem bayes theorem is valid in all common interpretations of probability .


sentence1: dynamic programming solves problems by combining the solutions of subproblems .

sentence2: the key to dynamic programming is to find the structure of optimal solutions .


sentence1: terms are basically the words or any indexing unit used to identify the contents of a text .

sentence2: in this classic model the term specific weights in the document vectors are products of local and global parameters .


sentence1: the vector space model are the documents which are represented as “ bags of words ” .


sentence1: thus , the " program " is the optimal plan of action that is being produced .

sentence2: the easiest way to look at inheritance is as an “ … is a kind of ” relationship .


sentence1: to achieve this , the programmer has to note generalisations and similarities about various aspects of the program .

sentence2: the advantage being the less time consumption in comparison to other amateur methods .


sentence1: subclasses are said to extend or specialise their superclasses .

sentence2: subclasses are said to ‘ extend ’ superclasses .


sentence1: it is also called the posterior probability because it is derived from or depends upon the specified value of b .

sentence2: it is also called the subsequent probability because it is derived from or depends upon the specified value of b .


sentence1: this can be useful when the number of times a word appears is not considered important .

sentence2: it is mainly used to calculate the probability of one event ’ s outcome given that a previous event happened .


sentence1: java allows object inheritance .

sentence2: inheritance is one of the basic concepts of object oriented programming .


sentence1: mathematicians use the word to describe a set of rules which anyone can follow to solve a problem .

sentence2: instead , a new object is made to inherit properties of objects which already exist .


sentence1: virtual attributes and methods can be shadowed / overridden .

sentence2: in java all attributes and methods are implicitly virtual .


sentence1: one of the best known schemes is tf-idf weighting , proposed by salton , wong and yang .

sentence2: tf-idf weighting is one of the most well known schemes .


sentence1: in the vector space model a document is represented as a vector .

sentence2: the vector space model are the documents which are represented as “ bags of words ” .


sentence1: the vector space model has the following limitations : 1 .

sentence2: limitation : there is some limitation of vector space model .


sentence1: it is intended to help reuse existing code with little or no modification .

sentence2: the idea of inheritance is to reuse the existing code with little or no modification at all .


sentence1: it is often used to compute posterior probabilities given observations .

sentence2: the theorem is often used when we have observations and wish to compute posterior probabilities .


sentence1: when any sub-problem is met again , it can be found and re-used to solve another problem .

sentence2: it was intended to allow existing code to be used again with minimal or no alteration .


sentence1: the peropos of inheritance in object oriented programming is to minimize the reuse of existing code without modification .

sentence2: in object oriented programming inheritance is also dependant on access level modifiers .


sentence1: every dimension is precisely related to a separate term .

sentence2: each and every dimension corresponds to a separate term .


sentence1: the other method is the top down approach which is a method that combines memorization and recursion .


sentence1: p ( a ) , or the probability that the student is a girl regardless of any other information .

sentence2: later versions of pagerank ( see the below formulas ) would assume a probability distribution between 0 and 1 .


sentence1: when a document is represented as a vector , each dimension corresponds to a separate term .

sentence2: the value of a vector is non-zero if a term occurs in the document .


sentence1: to achieve this , the programmer has to note generalisations and similarities about various aspects of the program .

sentence2: terms are basically the words or any indexing unit used to identify the contents of a text .


sentence1: the vector space model are the documents which are represented as “ bags of words ” .

sentence2: the limitations of the vector space model are thus .


sentence1: the vector space model is one of these methods , and it is an algebraic model .

sentence2: in vector space model , the documents from which the information is to be retrieved are represented as vectors .


sentence2: the vector space model has some limitations : 1 .


sentence1: however an object cannot be cast to a class which is no relative of it .

sentence2: here by meaning that a program can be an optimal plan for the produced action .


sentence1: the vector is then constucted of the frequency of eacher word ( dimension ) .

sentence2: the basic idea is to represent each document as a vector of certain weighted word frequencies .


sentence1: typically terms are single words , keywords , or longer phrases .

sentence2: typically terms are keywords , single words or longer phrases .


sentence1: it does not take into account any information about b and therefore is considered “ prior ” .

sentence2: it doesn 't take into account any information about b , so it is " prior " .


sentence1: the pagerank depends on the pagerank rating and number of all pages that have links to it .

sentence2: of a particular page is roughly based upon the quantity of inbound links as well as the pagerank ?


sentence1: construct an optimal solution from computed values .

sentence2: use these optimal solutions to construct an optimal solution for the original problem .


sentence1: single words , keywords and occasionally longer phrases are used for terms .

sentence2: the number of unique words in the vocabulary denotes the dimensionality , if words are used for the terms .


sentence1: the vector space model has several disadvantages .

sentence2: a document has representation as a vector .


sentence2: a document is represented as a vector , with each dimension corresponding to a separate term .


sentence1: this means that inheritance is used when types have common factors and these would be put into the superclass .

sentence2: occasionally it is advantageous to differentiate between these uses , as it is not necessarily noticeable from context .


sentence1: this is highly used in dynamic programming .

sentence2: the key to dynamic programming is to find the structure of optimal solutions .


sentence1: the idea of inheritance is to reuse the existing code with little or no modification at all .

sentence2: the idea of inheritance in oop refers to the formation of new classes with the already existing classes .


sentence1: the peropos of inheritance in object oriented programming is to minimize the reuse of existing code without modification .

sentence2: however , the key in dynamic programming is to determine the structure of optimal solutions .


sentence1: a document is represented as a vector and each dimension corresponds to a separate term .

sentence2: when a document is represented as a vector , each dimension corresponds to a separate term .


sentence1: it is valid in all common interpretations of probability .

sentence2: as an official theorem , bayes ' theorem is valid in all universal interpretations of probability .


sentence1: the order in which the terms appear in the document is lost in the vector space representation .

sentence2: if the term doesn ’ t occur within the document , the value in the vector is zero .


sentence1: since it is a formal theorem , bayes ' theorem holds in all popular interpretations of probability .

sentence2: as a formal theorem , bayes ' theorem is valid in all common interpretations of probability .


sentence1: the methodology takes much less time rather than naive methods .

sentence2: the method is more effiecent than naive methods .


sentence1: the most popular is tf-idf weighting .

sentence2: one of the best known schemes is tf-idf ( term frequency-inverse document frequency ) weighting .


sentence2: this can be useful when the number of times a word appears is not considered important .


sentence1: the value of a vector is non-zero if a term occurs in the document .


sentence2: the order in which the terms appear in the document is lost in the vector space representation .


sentence1: the way that a ' term ' is defined depends on the application .

sentence2: the easiest way to look at inheritance is as an “ … is a kind of ” relationship .


sentence1: the similarity measures largely identify the retrieval efficiency of a particular information retrieval system .

sentence2: it is used in information retrieval and was first used in the smart information retrieval system .


sentence1: typically terms are keywords , single words or longer phrases .

sentence2: single words , keywords and occasionally longer phrases are used for terms .


sentence1: the vector space model is one of these methods , and it is an algebraic model .

sentence2: the vector space model has the following limitations : 1 .


sentence1: therefore , the " program " is the optimal plan for action that is produced .

sentence2: since the pagerank is the most important algorithms which is used in the google engine .


sentence1: • p ( a | b ) is the conditional probability of a , given b .

sentence2: p ( b ) ( a.k.a. the normalizing constant ) is the prior or marginal probability of b .


sentence1: construct an optimal solution from computed values .

sentence2: generate the optimal solution of these computed values


sentence1: the theorem is often used when we have observations and wish to compute posterior probabilities .

sentence2: it is usually be used to compute posterior probabilities given observations .


sentence1: generalise the structure of an optimal solution 2 .

sentence2: use these optimal solutions to construct an optimal solution for the original problem .


sentence2: the vector space model has several disadvantages .


sentence1: if the term doesn ’ t occur within the document , the value in the vector is zero .

sentence2: finally , the order in which the terms appear in the document is lost in the vector space representation .


sentence1: when a document is represented as a vector , each dimension corresponds to a separate term .

sentence2: in the vector space model a document is represented as a vector .


sentence1: overlapping subproblems means that the same subproblems are used to solve many different larger problems .

sentence2: a problem with overlapping subproblems means that the same subproblems may be used to solve many different larger problems .


sentence1: the differing application has a direct influence on what the definition of the term means .

sentence2: terms are basically the words or any indexing unit used to identify the contents of a text .


sentence2: the definition of term is dependent on the application .


sentence1: inheritance is an important feature in object orientated programming .

sentence2: the peropos of inheritance in object oriented programming is to minimize the reuse of existing code without modification .


sentence1: in probability theory , the prior and conditional probabilities of two random events are related by bayes ' theorem .

sentence2: bayes ' theorem is a theorem of probability theory originally stated by the reverend thomas bayes .


sentence1: without a proof of correctness , such an algorithm is likely to fail .

sentence2: however an object cannot be cast to a class which is no relative of it .


sentence1: so in essence it is a popularity contest between webpages .

sentence2: it is essentially a popularity meter .


sentence1: several different ways of computing these values , additionally known as ( term ) weights , have been developed .

sentence2: several different ways have been developed of calculating these values ( also known as term weights ) .


sentence1: the other method is the top down approach which is a method that combines memorization and recursion .


sentence1: the order in which terms appear in the document is lost in a vector space representation .

sentence2: if a term occurs in the document , the value will be non-zero in the vector .


sentence1: the method takes much less time than naive methods .

sentence2: and thus the method takes much less time than more naive methods .


sentence1: inheritance is one of the basic concepts of object oriented programming .

sentence2: in object oriented programming inheritance is also dependant on access level modifiers .


sentence1: as a formal theorem , bayes ' theorem is valid in all common interpretations of probability .

sentence2: bayes theorem can be used to compute the probability that a proposed diagnosis is correct .


sentence1: thus , the program is the best plan for action that is produced .

sentence2: after this , it is using this to pick the best overall path .


sentence1: the basic idea is to represent each document as a vector of certain weighted word frequencies .


sentence1: object oriented programming is a style of programming that supports encapsulation , inheritance , and polymorphism .

sentence2: inheritance is a basic concept in object oriented programming .


sentence1: the vector space model has some limitations : 1 .

sentence2: the limitations of the vector space model are thus .


sentence1: it is mainly used to calculate the probability of one event ’ s outcome given that a previous event happened .

sentence2: it is also called the posterior probability because it is derived from or depends upon the specified value of b .


sentence1: the theorem is often used when we have observations and wish to compute posterior probabilities .


sentence1: this can be useful when the number of times a word appears is not considered important .

sentence2: it has no relationship to computer programming ; instead it is a process of finding a satisfactory algorithm .


sentence1: in probability theory , bayes ' theorem relates the conditional and marginal probabilities of two random events .

sentence2: in probability theory , the prior and conditional probabilities of two random events are related by bayes ' theorem .


sentence1: one of the best known schemes is tf-idf weighting ( see the example below ) .

sentence2: one of the best known schemes is tf-idf weighting , proposed by salton , wong and yang .


sentence1: it is therefore used to create relationships between one object and another .

sentence2: it also provides a way to generalize du to the " is a " relationship between classes .


sentence1: then , using this , the best overall path can be found , thereby demonstrating the dynamic programming principle .

sentence2: the further down an inheritance tree you get , the more specific the classes become .


sentence1: when a document is represented as a vector , each dimension corresponds to a separate term .

sentence2: a document has representation as a vector .


sentence1: to achieve this , the programmer has to note generalisations and similarities about various aspects of the program .

sentence2: it is similar to divide and conquer , however is differentiated as its subproblems are not independent .


sentence1: the further down an inheritance tree you get , the more specific the classes become .

sentence2: the differing application has a direct influence on what the definition of the term means .


sentence1: the algebraic model for representing text documents and objects as vectors of identifiers is called the vector space model .


sentence1: in general , dynamic programming is used on optimisation problems , where the most efficient solution is needed .

sentence2: however , the key in dynamic programming is to determine the structure of optimal solutions .


sentence1: it is used in information filtering , information retrieval , indexing and relevancy rankings .

sentence2: a possible use for a vector space model is for retrieval and filtering of information .


sentence1: the easiest way to look at inheritance is as an “ … is a kind of ” relationship .


sentence1: this means that inheritance is used when types have common factors and these would be put into the superclass .

sentence2: it is " prior " in the sense that it does not take into account any information about b .


sentence2: the method can be abused when people deliberately link to sites in order to raise a site 's pagerank .


sentence1: " it would be a mistake to underestimate her .

sentence2: " it would be a mistake to the underestimate .


sentence1: the choice of operators is unfortunately miserable and is limited , in most cases , to radio tubes .

sentence2: the answer is simple , there is a lack of competition .


sentence1: the fact that google is a base for genetic data can give a good raw material for the next generation of science-fiction . the famous novel by cory doctorow , writes with half orwellien tones , describing the future in which a man could be approached only through data from google .

sentence2: the fact that google is a genetic data can give a good raw material for the next generation of science-fiction . the novel cory doctorow of the famous , writing with half-tone orwelliens , described the future in which a man could be approached so outrageous only through data from google .


sentence1: and perhaps we will cease to call ourselves more expensive than the rest of europe .

sentence2: and perhaps we continue to call more expensive than in the rest of europe .


sentence1: for nearly 18 years , the space borehole " ulysses " steals in the area .

sentence2: for nearly 18 years , the space shuttle " ulysses " has been flying in space .