Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms Paper • 2505.20322 • Published May 23 • 14
CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration Paper • 2406.13381 • Published Jun 19, 2024
Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Paper • 2412.21187 • Published Dec 30, 2024 • 42
Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls Paper • 2502.11183 • Published Feb 16
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning Paper • 2504.11456 • Published Apr 15 • 13
Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models Paper • 2505.02847 • Published May 1 • 28
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning Paper • 2504.19162 • Published Apr 27 • 17
Expanding RL with Verifiable Rewards Across Diverse Domains Paper • 2503.23829 • Published Mar 31 • 23
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs Paper • 2501.18585 • Published Jan 30 • 61
Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability Paper • 2411.19943 • Published Nov 29, 2024 • 64
Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench Paper • 2310.01386 • Published Oct 2, 2023
Exploring Human-Like Translation Strategy with Large Language Models Paper • 2305.04118 • Published May 6, 2023
Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models Paper • 2310.20499 • Published Oct 31, 2023 • 8
A Comprehensive Study of GPT-4V's Multimodal Capabilities in Medical Imaging Paper • 2310.20381 • Published Oct 31, 2023 • 2
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate Paper • 2305.19118 • Published May 30, 2023
Context-Aware Cross-Attention for Non-Autoregressive Translation Paper • 2011.00770 • Published Nov 2, 2020
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation Paper • 2311.16511 • Published Nov 25, 2023 • 1
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Paper • 2012.14768 • Published Dec 29, 2020
Understanding and Improving Lexical Choice in Non-Autoregressive Translation Paper • 2012.14583 • Published Dec 29, 2020