One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling
Paper
• 2601.03111 • Published
• 10
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NLP Research
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Pengfei
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Pengfei
authored 13 papers 8 months ago
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation
Paper
• 2406.05690 • Published
BeHonest: Benchmarking Honesty of Large Language Models
Paper
• 2406.13261 • Published
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models
Paper
• 2407.01046 • Published
Halu-J: Critique-Based Hallucination Judge
Paper
• 2407.12943 • Published
Weak-to-Strong Reasoning
Paper
• 2407.13647 • Published
Understanding Reference Policies in Direct Preference Optimization
Paper
• 2407.13709 • Published
• 17
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
Paper
• 2408.08067 • Published
• 2
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization
Paper
• 2406.00507 • Published
• 1
ECon: On the Detection and Resolution of Evidence Conflicts
Paper
• 2410.04068 • Published
O1 Replication Journey: A Strategic Progress Report -- Part 1
Paper
• 2410.18982 • Published
• 3
PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World
Paper
• 2412.17589 • Published
• 14
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
Paper
• 2412.18551 • Published
DIVE: Diversified Iterative Self-Improvement
Paper
• 2501.00747 • Published
• 1