{"id":5077,"date":"2024-07-05T04:23:00","date_gmt":"2024-07-04T19:23:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5077"},"modified":"2024-07-05T04:23:00","modified_gmt":"2024-07-04T19:23:00","slug":"llms-assist-nlp-researchers-critique-paper-meta-reviewing","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5077","title":{"rendered":"LLMs assist NLP Researchers: Critique Paper (Meta-)Reviewing\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LLMs assist NLP Researchers: Critique Paper (Meta-)Reviewing\u00a0<\/strong>[106.5]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u69d8\u3005\u306a\u751f\u6210\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9855\u8457\u306a\u6c4e\u7528\u6027\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u672c\u7814\u7a76\u306f,NLP\u7814\u7a76\u8005\u3092\u652f\u63f4\u3059\u308bLLM\u306e\u8a71\u984c\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3002 \u79c1\u305f\u3061\u306e\u77e5\u308b\u9650\u308a\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u5305\u62ec\u7684\u306a\u5206\u6790\u3092\u63d0\u4f9b\u3059\u308b\u306e\u306f\u3053\u308c\u304c\u521d\u3081\u3066\u3067\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.16253v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.16253v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 24 Jun 2024 01:30:22 GMT)<\/li>\n\n\n\n<li>LLM\u304c\u7814\u7a76\u8005\u3092\u652f\u63f4\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3001\u30ec\u30d3\u30e5\u30ef\u30fc\u30fb\u30e1\u30bf\u30ec\u30d3\u30e5\u30ef\u30fc\u306e\u89b3\u70b9\u3067\u8a66\u884c\u3057\u305f\u8ad6\u6587<\/li>\n\n\n\n<li>\u7d50\u8ad6\u3068\u3057\u3066\u300cOur analysis reveals that while LLMs can generate reviews, they often produce Deficient and paper-unspecific segments, lacking the diversity and constructive feedbacks.Additionally, even state-of-the-art LLMs struggle to assess review deficiencies effectively.\u300d<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[42,84,223],"class_list":["post-5077","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-critic","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5077","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5077"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5077\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5077"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5077"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5077"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}