Topic
academic publishing
Artificial Intelligence #large language models#llm
LLM Manuscript Scoring System Validated Against Peer-Review Outcomes at Major AI Conference
Researchers validate AIPR, an LLM-based manuscript scoring system, against 300 ICLR submissions. The system achieves an AUROC of 0.82 in separating accepted from rejected papers and shows low score variability, offering a reliable first-pass assessment tool.
Jun 16, 2026 1 source
Artificial Intelligence #open science#ai research
Open Science Gains Ground: 10-Year AI Study Shows Sharp Rise in Code and Data Sharing
A decade-long analysis of 56,800 AI conference papers shows documentation practices improving dramatically, with code and data sharing nearly sixfold from 11% to 64%. Estimated reproducibility also rose from 28% to 64%, improvements that predated formal reproducibility checklists.
Jun 16, 2026 1 source