Signals 4 · free daily AI digest

The widening evaluation gap in medical large language model research 2023 to 2026

Paper recorded by Signals 4 on 2026-09-10 in cs.CL. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-10 on arXiv · recorded by Signals 4 on 2026-09-11

Category: cs.CL · 自然语言处理 · first seen 2026-09-11

Abstract

Large language models are superseded every few quarters; clinical evidence takes years. We asked whether medical research is keeping pace with the systems it evaluates. PubMed returned 11,628 records for January 2023 to June 2026 across fourteen clinical domains, growing 45-fold; 2.5% used a randomised, controlled or prospective design. Evaluation lag, from a study's newest named model release to

Read on arXiv →

#74 most recent of 186 cs.CL papers we have recorded · ↑ newer: Whisper-Based Speech Transcription from Videos Across Multiple Languag · ↓ older: Component-Aware Differential Privacy for Federated Multilingual Speech
Cite this page: The widening evaluation gap in medical large language model research 2023 to 2026: the #74 most recent of 186 cs.CL papers we have recorded (as of 2026-09-10). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/the-widening-evaluation-gap-in-medical-large-language-model-research-2023-to-202.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
Related: More cs.CL papers · arXiv signals · All papers · Today in AI
Get 4 AI signals a day by email — free.
Subscribe free → See all plans →
Get 4 AI signals a day by email — free
All models · All repos · By company · Daily editions