Too Good to be Bad: On the Failure of LLMs to Role-Play Villains Paper • 2511.04962 • Published Nov 7 • 52 • 7
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training Paper • 2505.14681 • Published May 20 • 10
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement Paper • 2503.16024 • Published Mar 20 • 1
DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning Paper • 2505.23754 • Published May 29 • 15
Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards Paper • 2505.13445 • Published May 19
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents Paper • 2507.03112 • Published Jul 3 • 32
CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards Paper • 2507.17147 • Published Jul 23
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models Paper • 2503.02875 • Published Mar 4 • 1
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models Paper • 2509.09675 • Published Sep 11 • 28
VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization Paper • 2505.10917 • Published May 16
BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs Paper • 2509.26514 • Published Sep 30 • 3
Too Good to be Bad: On the Failure of LLMs to Role-Play Villains Paper • 2511.04962 • Published Nov 7 • 52
Too Good to be Bad: On the Failure of LLMs to Role-Play Villains Paper • 2511.04962 • Published Nov 7 • 52 • 7
Too Good to be Bad: On the Failure of LLMs to Role-Play Villains Paper • 2511.04962 • Published Nov 7 • 52 • 7
BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs Paper • 2509.26514 • Published Sep 30 • 3
BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs Paper • 2509.26514 • Published Sep 30 • 3 • 2
SCAN: Self-Denoising Monte Carlo Annotation for Robust Process Reward Learning Paper • 2509.16548 • Published Sep 20
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents Paper • 2507.03112 • Published Jul 3 • 32
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms Paper • 2505.20322 • Published May 23 • 14