Exploring Human-Like Translation Strategy with Large Language Models
Paper • 2305.04118 • Published
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skytliang
authored 17
papers 2 months ago
Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models
Paper • 2310.20499 • Published • 8
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
Paper • 2305.19118 • Published
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning
Paper • 2402.14809 • Published • 3
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments
Paper • 2403.11807 • Published
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training
Paper • 2407.09121 • Published • 6
Draft Model Knows When to Stop: A Self-Verification Length Policy for Speculative Decoding
Paper • 2411.18462 • Published • 6
Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability
Paper • 2411.19943 • Published • 63
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
Paper • 2412.21187 • Published • 40
Teaching LLMs to Refine with Tools
Paper • 2412.16871 • Published
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
Paper • 2501.18585 • Published • 61
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
Paper • 2504.11456 • Published • 12
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
Paper • 2505.14681 • Published • 10
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
Paper • 2505.23754 • Published • 15
Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
Paper • 2505.13445 • Published
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
Paper • 2503.02875 • Published • 1
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Paper • 2512.19673 • Published • 66