Research Papers
Submissions for peer-reviewed presentation at the workshop, submitted via OpenReview.
NLP/CORE Unranked
COLM 2026
The Second Workshop on Language Models for Scientific Discovery
The LM4Sci 2026 workshop explores the intersection of artificial intelligence and scientific discovery, focusing on the development and evaluation of Large Language Models (LLMs) and AI systems that assist human researchers in scientific tasks. It brings together researchers from ML, NLP, Human-Computer Interaction, and scientific domains like biology and chemistry to advance human-AI collaboration in science.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Scientific Discovery Tasks
Idea Generation & BrainstormingLiterature Review & SynthesisData Analysis & DiscoveryResearch Pipeline Automation
Policies worth checking twice
- Submissions must be made via OpenReview
- Double-blind review process is implied by standard workshop practice (no explicit mention of author names in submission guidelines, but standard for OpenReview submissions)
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026