7 related articles

ICLR 2027's paper deadline falls 8 days before NeurIPS 2026 decisions, sparking debate over top conference timeline conflicts and their impact on researchers.

EMNLP 2026 introduces AI-generated reviews in ACL Rolling Review, exploring LLM-assisted academic peer review. Analysis of the experiment's background, core content, controversies, and implications.

EMNLP 2026 introduces AI-generated reviews in ACL Rolling Review, exploring LLM-assisted academic peer review. Analysis of the experiment's background, mechanics, controversies, and implications.

NeurIPS 2026 theory papers are receiving low initial review scores. This article analyzes structural causes, scoring trends, and rebuttal strategies for theory researchers.

ICML Outstanding Paper 'The Flexibility Trap' reveals how dLLMs' arbitrary-order generation bypasses logical connectives, breaking reasoning. JustGRPO fixes this with autoregressive training + parallel inference, achieving 89.1% on GSM8K in under 60 lines of code.

COLM (Conference on Language Modeling) is the premier vertical venue dedicated to LLM research. This deep dive covers COLM's positioning, academic ecosystem, and what it reveals about AI research trends.