Generation, Evaluation, and Explanation of Novelists' Styles with Single-Token Prompts
Paper
• 2511.20459 • Published
Datasets:
Formats:
csv
Languages:
English
Size:
100K - 1M
ArXiv:
Tags:
Stylometry
Writing Style
Authorship Attribution
Text Generation
Style Evaluation
Style Classification
License:
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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From the blacksmith’s.” “Halloa!” said the sergeant, staring at Joe. | 1 | 0 | 0 | 0 | 0 | Charles Dickens | 0 | (1, 0, 0, 0, 0) | <0> From the blacksmith’s.” “Halloa!” said the sergeant, staring at Joe. <end> | 6 | ['IN', 'DT', 'NN', 'POS', '.', "''"] | child {
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End of preview. Expand
in Data Studio
19th-century novelists' sentences
We constructed the 5-author dataset using texts from Project Gutenberg, focusing on five prominent 19th-century novelists: Charles Dickens, Mark Twain, Herman Melville, Jane Austen, and Louisa May Alcott. This selection balances male and female authors as well as British and American literary traditions, offering a diverse testbed for stylistic analysis. Sentence segmentation was performed with the NLTK library, and tokenization/word counts were obtained with Stanford CoreNLP (v4.5.7). The final dataset contains 115,471 sentences. In addition to the raw sentences, the release includes rich annotations automatically extracted using Stanford CoreNLP, such as dependency relations, parse trees, and a variety of low-level and high-level syntactic features. These supplementary layers of linguistic information provide valuable resources for researchers interested not only in stylometric analysis but also in broader investigations of syntactic and semantic phenomena.
If you use this dataset in your research, please cite the paper below in which it was introduced:
Paper: "Generation, Evaluation, and Explanation of Novelists’ Styles with Single-Token Prompts"
Link: https://ieeexplore.ieee.org/abstract/document/11363729
PDF: https://arxiv.org/pdf/2511.20459
GitHub: https://github.com/mosabrezaei/Text-Generation-XAI
Cite:
@inproceedings{rezaei2025stylometry,
title={Generation, Evaluation, and Explanation of Novelists’ Styles with Single-Token Prompts},
author={Rezaei, Mosab and Rajaei Moghadam, Mina and Shaikh, Abdul Rahman and Alhoori, Hamed and Freedman, Reva},
booktitle={ACM/IEEE Joint Conference on Digital Libraries (JCDL)},
doi={10.1109/JCDL67857.2025.00026},
pages={148--157},
month={December},
year={2025}}
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Size of downloaded dataset files:
990 MB
Size of the auto-converted Parquet files:
233 MB
Number of rows:
115,471