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Benjamin Han<p>6/</p><p>For datasets, they collected papers and reviews from <a href="https://sigmoid.social/tags/ICLR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ICLR</span></a> 2018-2024, <a href="https://sigmoid.social/tags/NeurIPS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeurIPS</span></a> 2017-2023, <a href="https://sigmoid.social/tags/CoRL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CoRL</span></a> 2021-2023, and <a href="https://sigmoid.social/tags/EMNLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EMNLP</span></a> 2023.</p><p><a href="https://sigmoid.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a> <a href="https://sigmoid.social/tags/ethics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethics</span></a> <a href="https://sigmoid.social/tags/chatGPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chatGPT</span></a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NLP</span></a> <a href="https://sigmoid.social/tags/NLProc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NLProc</span></a> <a href="https://sigmoid.social/tags/papers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>papers</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a></p>
Benjamin Han<p>3/</p><p>1. The goal is to estimate what % (“alpha”) of the *reviews* are significantly modified by AI (i.e., not just minor edits to correct grammatical errors). They discovered out of AI conferences <a href="https://sigmoid.social/tags/CoRL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CoRL</span></a>, <a href="https://sigmoid.social/tags/ICLR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ICLR</span></a>, <a href="https://sigmoid.social/tags/EMNLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EMNLP</span></a>, <a href="https://sigmoid.social/tags/NeurIPS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeurIPS</span></a>, and <a href="https://sigmoid.social/tags/NaturePortfolio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NaturePortfolio</span></a>, *all* but the last exhibit sharp increases in alphas after the launch of ChatGPT (Nov 2022). In particular 10.6% of ICLR 2024 and 16.9% of EMNLP 2024 reviews are substantially modified by AI.</p><p><a href="https://sigmoid.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a> <a href="https://sigmoid.social/tags/ethics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ethics</span></a> <a href="https://sigmoid.social/tags/chatGPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chatGPT</span></a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NLP</span></a> <a href="https://sigmoid.social/tags/NLProc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NLProc</span></a> <a href="https://sigmoid.social/tags/papers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>papers</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a></p>