Unverified50% confidenceFactExact time
The volume of literature in the ML field has exploded; the cs.LG section of arXiv adds thousands of new preprints each month, and submissions to top conferences NeurIPS, ICML, and ICLR have grown several-fold over the past decade.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/2/2026
First Seen
Valid until: 1/31/2027
Sources
Related Entities
Related Claims
UnverifiedIn recent years, as submission volumes have grown explosively, some top ML conferences have received more than 10,000 submissions in a single edition79% similarUnverifiedTop conferences such as NeurIPS and ICML likewise face an exponential growth trend in submission volume.76% similarUnverifiedSubmission volumes at top AI conferences have experienced explosive growth over the past few years, with the number of submissions to conferences such as ICLR, NeurIPS and ICML expanding from a few thousand to tens of thousands, while the number of reviewers has not grown in tandem.76% similarUnverifiedarXiv上cs.LG（机器学习）分类的预印本论文从2012年每年约1,000篇增长至2023年超过50,000篇，十年增长逾50倍75% similarUnverifiedOver the past two years, paper output in the NLP field has grown exponentially, with submission volumes at top venues such as ACL, EMNLP, and NeurIPS repeatedly hitting record highs and the number of accepted papers at many conferences doubling or more.72% similar
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