Electrocardiogram Instruction Tuning for Report Generation Paper • 2403.04945 • Published Mar 7, 2024 • 2
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression Paper • 2403.07378 • Published Mar 12, 2024 • 4
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent Paper • 2507.02259 • Published Jul 3 • 3
Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens Paper • 2506.17218 • Published Jun 20 • 27
PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier Paper • 2506.10406 • Published Jun 12 • 2
DyCodeEval Collection DyCodeEval (ICML 2025) enables dynamic benchmarking for code LLMs. This collection features dynamic HumanEval and MBPP sets generated with Claude 3.5. • 3 items • Updated Jun 27 • 4
Interleaved Reasoning for Large Language Models via Reinforcement Learning Paper • 2505.19640 • Published May 26 • 13
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL Paper • 2505.17952 • Published May 23 • 20
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning Paper • 2506.01713 • Published Jun 2 • 47
TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation Paper • 2505.05422 • Published May 8 • 8
Shifting AI Efficiency From Model-Centric to Data-Centric Compression Paper • 2505.19147 • Published May 25 • 145
Distilling LLM Agent into Small Models with Retrieval and Code Tools Paper • 2505.17612 • Published May 23 • 81
Quartet: Native FP4 Training Can Be Optimal for Large Language Models Paper • 2505.14669 • Published May 20 • 78
Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models Paper • 2505.17225 • Published May 22 • 65
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations Paper • 2505.18125 • Published May 23 • 113
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning Paper • 2505.17667 • Published May 23 • 89