{"id":2960,"date":"2023-02-20T05:45:00","date_gmt":"2023-02-19T20:45:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2960"},"modified":"2023-02-20T05:45:00","modified_gmt":"2023-02-19T20:45:00","slug":"%e4%bb%8a%e9%80%b1%e3%81%aechatgpt","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2960","title":{"rendered":"\u4eca\u9031\u306eChatGPT"},"content":{"rendered":"\n<p>\u4eca\u9031\u306eChatGPT\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization&nbsp;<\/strong>[28.1]<br>GPT3\u3084ChatGPT\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u30bf\u30b9\u30af\u306b\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u5927\u304d\u306a\u95a2\u5fc3\u3092\u5bc4\u305b\u3066\u3044\u308b\u3002 \u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u3001zhang2023\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0(zhang2023benchmarking)\u306f\u3001LLM\u306e\u751f\u6210\u3059\u308b\u30cb\u30e5\u30fc\u30b9\u30b5\u30de\u30ea\u30fc\u304c\u3059\u3067\u306b\u4eba\u9593\u3068\u540c\u7b49\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c,ChatGPT\u306e\u6027\u80fd\u306f\u30eb\u30fc\u30b8\u30e5\u30b9\u30b3\u30a2\u306e\u70b9\u3067\u5f93\u6765\u306e\u5fae\u8abf\u6574\u624b\u6cd5\u306b\u5339\u6575\u3059\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.08081v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.08081v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 16 Feb 2023 04:41:30 GMT)<\/li>\n\n\n\n<li>\u8981\u7d04\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u7d50\u679c\u3067\u306f\u30a4\u30de\u30a4\u30c1\u3068\u3044\u3046\u5831\u544a\u3082\u3042\u3063\u305f\u304c\u3001\u3053\u306e\u8ad6\u6587\u3067\u306f\u300cChatGPT\u2019s performance is comparable to traditional \ufb01ne-tuning methods in terms of Rouge scores\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u3053\u306e\u8ad6\u6587\u3067\u3082\u300cwe can tell the ChatGPT-generated summaries are surprisingly good and even better than the given references\u300d\u3068\u8ff0\u3079\u3089\u308c\u3066\u304a\u308a\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u554f\u984c\u304c\u54c1\u8cea\u8a55\u4fa1\u306b\u5f71\u97ff\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u307e\u305f\u3001\u300cWe are of the conviction that in the near future (possibly within a few months), ChatGPT could conceivably exceed the performance achieved through \ufb01netuning, owing to the utilization of superior prompts\u300d\u3068\u3082\u66f8\u304b\u308c\u3066\u304a\u308a\u3001ChatGPT\u306e\u8981\u7d04\u6027\u80fd\u3092\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30b3\u30a2\u3067\u6e2c\u308b\u306e\u306f\u4e0d\u9069\u5207\u306a\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u307e\u305f\u3001\u305d\u306e\u30b9\u30b3\u30a2\u3082\u6539\u5584\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3082\u306e\u3068\u601d\u308f\u308c\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Can GPT-3 Perform Statutory Reasoning?&nbsp;<\/strong>[37.7]<br>\u6211\u3005\u306f,SARA \u3068\u547c\u3070\u308c\u308b\u5b9a\u5f0f\u5316\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4e0a\u3067,\u6700\u3082\u6709\u80fd\u306a GPT-3 \u30e2\u30c7\u30eb\u3067\u3042\u308b text-davinci-003 \u306e\u80fd\u529b\u3092\u8003\u5bdf\u3057\u305f\u3002 \u6211\u3005\u306f, GPT-3 \u306f SARA \u3092\u57fa\u76e4\u3068\u3059\u308b\u5b9f\u969b\u306e\u7c73\u56fd\u6cd5\u4ee4\u306e\u4e8b\u524d\u77e5\u8b58\u304c\u4e0d\u5341\u5206\u3067\u3042\u308b\u3053\u3068\u3092\u767a\u898b\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.06100v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.06100v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 13 Feb 2023 04:56:11 GMT)<\/li>\n\n\n\n<li>StAtutory Reasoning Assessment (SARA) \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u7d50\u679c\u3002\u904e\u53bb\u306e\u624b\u6cd5\u306b\u6bd4\u3079\u3066\u6027\u80fd\u306f\u9ad8\u3044\u3082\u306e\u306e\u4e0d\u5341\u5206\u3068\u306e\u7d50\u8ad6<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/BlairStanek\/gpt-statutes\">GitHub &#8211; BlairStanek\/gpt-statutes: Probe how GPT-3 performs on statutory reasoning<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Is ChatGPT a General-Purpose Natural Language Processing Task Solver?\u00a0<\/strong>[74.0]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u30bf\u30b9\u30af\u3092\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u3067\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u3066\u3044\u308b\u3002 \u8fd1\u5e74\u3001ChatGPT\u306e\u30c7\u30d3\u30e5\u30fc\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u5927\u304d\u306a\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002 ChatGPT\u304c\u591a\u304f\u306eNLP\u30bf\u30b9\u30af\u3092\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u3067\u5b9f\u884c\u3067\u304d\u308b\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8\u30e2\u30c7\u30eb\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u304b\u3069\u3046\u304b\u306f\u307e\u3060\u5206\u304b\u3063\u3066\u3044\u306a\u3044\u3002\u305d\u3053\u3067\u6211\u3005\u306f,ChatGPT\u306e\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\u80fd\u529b\u30927\u3064\u306e\u4ee3\u8868\u7684\u306a\u30bf\u30b9\u30af\u30ab\u30c6\u30b4\u30ea\u3092\u30ab\u30d0\u30fc\u3059\u308b20\u306eNLP\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u8a55\u4fa1\u3057,\u5b9f\u8a3c\u5206\u6790\u3092\u884c\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.06476v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.06476v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 15 Feb 2023 17:46:20 GMT)<\/li>\n\n\n\n<li>ChatGPT\u306e\u7dcf\u5408\u8a55\u4fa1\u3002\u512a\u308c\u305f\u30e2\u30c7\u30eb\u3067\u3042\u308b\u304c\u82e6\u624b\u3068\u3057\u3066\u3044\u308b\u30bf\u30b9\u30af\u3082\u3042\u308b\u3088\u3046\u3002\u300cChatGPT\u306f\u6c4e\u7528\u30e2\u30c7\u30eb\u3068\u3057\u3066\u306e\u80fd\u529b\u304c\u3042\u308b\u304c\u3001\ufb01ne-tune\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3088\u308a\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u60aa\u3044\u3053\u3068\u304c\u591a\u3044\u300d\u300cChatGPT\u306fcommonsense, symbolic, logical reasoning \u30bf\u30b9\u30af\u3067\u306fGPT-3.5\u3092\u4e0b\u56de\u308b\u3002\u300d\u300cChatGPT\u306fnatural language inference tasks\u3068question answering\u3067GPT-3.5\u3092\u4e0a\u56de\u308b\u3002\u300d\u300csequence tagging tasks\u306fChatGPT\u3001GPT-3.5\u3068\u3082\u306b\u82e6\u624b\u3068\u3057\u3066\u3044\u308b\u3002\u300d<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u9031\u306eChatGPT\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[63,173],"class_list":["post-2960","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chatgpt","tag-gpt"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2960","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=2960"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2960\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2960"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2960"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2960"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}