One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling
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2601.03111
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Published
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9
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NLP Research
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Pengfei
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SivilTaram
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7 months ago
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?
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2507.12415
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Published
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43
First Return, Entropy-Eliciting Explore
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2507.07017
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Published
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24
ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention
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2507.01004
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Published
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10
Pengfei
authored
13
papers
7 months ago
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation
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2406.05690
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Published
BeHonest: Benchmarking Honesty of Large Language Models
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2406.13261
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Published
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models
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2407.01046
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Published
Halu-J: Critique-Based Hallucination Judge
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2407.12943
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Published
Weak-to-Strong Reasoning
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2407.13647
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Published
Understanding Reference Policies in Direct Preference Optimization
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2407.13709
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Published
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17
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
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2408.08067
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Published
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2
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization
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2406.00507
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Published
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1
ECon: On the Detection and Resolution of Evidence Conflicts
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2410.04068
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Published
O1 Replication Journey: A Strategic Progress Report -- Part 1
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2410.18982
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Published
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3
PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World
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2412.17589
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Published
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14
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
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2412.18551
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Published
DIVE: Diversified Iterative Self-Improvement
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2501.00747
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Published
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1