Watch Before You Answer: Learning from Visually Grounded Post-Training Paper • 2604.05117 • Published 9 days ago • 35
Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning Paper • 2604.04746 • Published 7 days ago • 70
LLM2Vec-Gen: Generative Embeddings from Large Language Models Paper • 2603.10913 • Published Mar 11 • 44
RbtAct: Rebuttal as Supervision for Actionable Review Feedback Generation Paper • 2603.09723 • Published Mar 10 • 7
Reasoning Models Struggle to Control their Chains of Thought Paper • 2603.05706 • Published Mar 5 • 37
LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces Paper • 2602.14337 • Published Feb 15 • 15
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs Paper • 2602.21198 • Published Feb 24 • 4
On Data Engineering for Scaling LLM Terminal Capabilities Paper • 2602.21193 • Published Feb 24 • 102
MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs Paper • 2602.12705 • Published Feb 13 • 68
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs Paper • 2602.10388 • Published Feb 11 • 244
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks Paper • 2602.12670 • Published Feb 13 • 59
Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training Paper • 2602.07824 • Published Feb 8 • 18
How2Everything: Mining the Web for How-To Procedures to Evaluate and Improve LLMs Paper • 2602.08808 • Published Feb 9 • 9
SAGE: Benchmarking and Improving Retrieval for Deep Research Agents Paper • 2602.05975 • Published Feb 5 • 12
SWE-World: Building Software Engineering Agents in Docker-Free Environments Paper • 2602.03419 • Published Feb 3 • 41
PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR Paper • 2601.18207 • Published Jan 26 • 19