When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Paper • 2606.32029 • Published 8 days ago • 14
AutoMem: Automated Learning of Memory as a Cognitive Skill Paper • 2607.01224 • Published 7 days ago • 18
Little Brains, Big Feats: Exploring Compact Language Models Paper • 2606.30062 • Published 9 days ago • 15
Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads Paper • 2607.01002 • Published 7 days ago • 18
Perceive-to-Reason: Decoupling Perception and Reasoning for Fine-Grained Visual Reasoning Paper • 2607.01191 • Published 7 days ago • 18
AutoTrainess: Teaching Language Models to Improve Language Models Autonomously Paper • 2606.31551 • Published 8 days ago • 21
Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation Paper • 2606.23127 • Published 16 days ago • 24
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs Paper • 2606.32032 • Published 8 days ago • 23
DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation Paper • 2606.31537 • Published 8 days ago • 26
SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History Paper • 2606.08671 • Published 15 days ago • 43
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published 11 days ago • 39
Dockerless: Environment-Free Program Verifier for Coding Agents Paper • 2606.28436 • Published 12 days ago • 108