When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation Paper • 2506.05690 • Published Jun 6, 2025 • 4
PubMedQA: A Dataset for Biomedical Research Question Answering Paper • 1909.06146 • Published Sep 13, 2019 • 5
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Paper • 1705.03551 • Published May 9, 2017 • 2
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Paper • 1803.05457 • Published Mar 14, 2018 • 5
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Paper • 1905.00537 • Published May 2, 2019 • 3
SQuAD: 100,000+ Questions for Machine Comprehension of Text Paper • 1606.05250 • Published Jun 16, 2016 • 6
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Paper • 2105.03011 • Published May 7, 2021 • 2
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English Paper • 2110.00976 • Published Oct 3, 2021 • 1
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Paper • 1809.09600 • Published Sep 25, 2018 • 5
A large annotated corpus for learning natural language inference Paper • 1508.05326 • Published Aug 21, 2015 • 1
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference Paper • 1902.01007 • Published Feb 4, 2019 • 1
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31, 2025 • 305
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Paper • 2505.24726 • Published May 30, 2025 • 283
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Paper • 2402.03300 • Published Feb 5, 2024 • 149
SmolLM2 Collection State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated May 5, 2025 • 314
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective Paper • 2506.14965 • Published Jun 17, 2025 • 50