2026-10-10 · America/Los_Angeles · 社区动态 · #6

Has machine learning research gotten more "wordy"? [D]

I feel like I am unable to digest most machine learning research these days. The primary reason is because I feel like they have gotten tremendously wordy. I find it not uncommon to find research papers consisting of 20+, 30+, 40+ pages of pure texts. An example is https://arxiv.org/pdf/2302.13971 I understand this is in the context of LLM but I've also noticed this trend outside of LLM, even in things like optimization. Also because the papers seem to have gotten wordy, it is possible to come across some undefined (suspected) new terminology due to word usage. An example (and not a research…

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