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20242026
most citedLess Finetuning, Better Retrieval: Rethinking LLM Adaptation for Biomedical Retrievers via Synthetic Data and Model Merging

1 citations · 1 across the 4 of their papers we have counts for

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cs.AI2026

GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents

Johannes Moll, Jean-Philippe Corbeil, Jiazhen Pan +4

LLM agents acting in structured environments fail in operational rather than conversational ways, and reliability depends on procedural knowledge of the environment. Prior self-imp…

cs.AI2026

VERT: Reliable LLM Judges for Radiology Report Evaluation

Federica Bologna, Jean-Philippe Corbeil, Matthew Wilkens +1

Current literature on radiology report evaluation has focused primarily on designing LLM-based metrics and fine-tuning small models for chest X-rays. However, it remains unclear wh…