Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? Paper • 2610.28763 • Published 11 days ago • 31
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 126
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs Paper • 2602.07276 • Published Feb 7 • 11
Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation Paper • 2602.03689 • Published Feb 3
Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? Paper • 2610.28763 • Published 11 days ago • 31
Ask to Distill: Learning to Synthesize Data for On-Policy Distillation Paper • 2610.27450 • Published 11 days ago • 24
Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? Paper • 2610.28763 • Published 11 days ago • 31
Questioning the Questions: Sustaining Self-Evolution in Reasoning Models Paper • 2610.04299 • Published 28 days ago • 81
SEER: Self-Evolving Event Reasoning and Retrieval for Time Series Forecasting Paper • 2610.04109 • Published 29 days ago • 34
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published Sep 21 • 221
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 154
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 126