{"id":3014,"date":"2023-03-06T05:51:00","date_gmt":"2023-03-05T20:51:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3014"},"modified":"2023-03-06T05:51:00","modified_gmt":"2023-03-05T20:51:00","slug":"%e9%80%b1%e5%88%8achatgpt","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3014","title":{"rendered":"\u9031\u520aChatGPT"},"content":{"rendered":"\n<p>\u4eca\u9031\u3082ChatGPT\u95a2\u9023\u306e\u8ad6\u6587\u306f\u591a\u3044\u3002API\u5229\u7528\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3053\u3068\u3082\u3042\u308a\u3001\u691c\u8a3c\u95a2\u9023\u306f\u4eca\u5f8c\u3082\u5897\u3048\u305d\u3046\u306a\u611f\u3058\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Cross-Lingual Summarization via ChatGPT&nbsp;<\/strong>[46.0]<br>\u8a00\u8a9e\u9593\u8981\u7d04(CLS)\u306f\u3001\u7570\u306a\u308b\u30bf\u30fc\u30b2\u30c3\u30c8\u8a00\u8a9e\u3067\u8981\u7d04\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 ChatGPT\u306e\u6700\u8fd1\u306e\u51fa\u73fe\u306f\u3001\u8a08\u7b97\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u5e83\u304f\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,ChatGPT\u3092\u8a98\u5c0e\u3059\u308b\u69d8\u3005\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u7528\u3044\u3066,\u7570\u306a\u308b\u30d1\u30e9\u30c0\u30a4\u30e0\u304b\u3089\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8CLS\u3092\u5b9f\u884c\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.14229v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.14229v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 28 Feb 2023 01:27:37 GMT)<\/li>\n\n\n\n<li>\u30af\u30ed\u30b9\u30ea\u30f3\u30ac\u30eb\u306a\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u8981\u7d04\u3078\u306e\u5fdc\u7528\u3002ChatGPT\u306ftext-davinci-003\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u4e00\u65b9\u3067\u3001ROUGE\u3001BERTScore\u3068\u3082\u306bFine-tuned\u306amBART\u30e2\u30c7\u30eb\u306b\u53ca\u3070\u305a\u3068\u3044\u3046\u7d50\u679c\u3002\u305f\u3060\u3057\u3001\u300cFor example, as discussed by Goyal et al (2022), the news summaries generated by GPT-3 achieve lower ROUGE scores than \ufb01ne-tuned methods but higher human evaluation scores.\u300d\u3068\u306e\u6ce8\u91c8\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Comparing Sentence-Level Suggestions to Message-Level Suggestions in AI-Mediated Communication&nbsp;<\/strong>[2.9]<br>\u672c\u7814\u7a76\u3067\u306f,AI\u3092\u7528\u3044\u305f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u6587\u30ec\u30d9\u30eb\u306e\u63d0\u6848\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u30ec\u30d9\u30eb\u306e\u63d0\u6848\u3068\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f120\u4eba\u306e\u53c2\u52a0\u8005\u3092\u52df\u96c6\u3057\u3001\u8b70\u54e1\u306e\u30aa\u30d5\u30a3\u30b9\u304b\u3089\u30b9\u30bf\u30c3\u30d5\u3068\u3057\u3066\u50cd\u304d\u307e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.13382v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.13382v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sun, 26 Feb 2023 18:40:38 GMT)<\/li>\n\n\n\n<li>\u6587\u30ec\u30d9\u30eb\u306e\u30b5\u30b8\u30a7\u30b9\u30c1\u30e7\u30f3\u3068\u30e1\u30c3\u30bb\u30fc\u30b8\u30ec\u30d9\u30eb\u306e\u30b5\u30b8\u30a7\u30b9\u30c1\u30e7\u30f3\u306e\u3069\u3061\u3089\u304c\u6709\u52b9\u304b\uff08\u304a\u3088\u3073\u30e6\u30fc\u30b6\u304b\u3089\u898b\u3066\u3069\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308b\u306e\u304b\uff09\u3092\u691c\u8a3c\u3057\u305f\u8ad6\u6587\u3002\u5f53\u305f\u308a\u524d\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u30ec\u30d9\u30eb\u3067\u306e\u30b5\u30b8\u30a7\u30b9\u30c1\u30e7\u30f3\u306e\u65b9\u304c\u30bf\u30b9\u30af\u5b8c\u4e86\u306e\u65e9\u671f\u5316\u306b\u306f\u6709\u52b9\u3001\u304b\u3064\u30e6\u30fc\u30b6\u3082\u6e80\u8db3\u3057\u3066\u3044\u305f\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u3057\u305f\u751f\u6210\u30e2\u30c7\u30eb\u306f&nbsp;GPT-3 (text-davinci002 model\u3067fine-tuning\u306a\u3057)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Large Language Models Are State-of-the-Art Evaluators of Translation Quality&nbsp;<\/strong>[7.8]<br>\u7ffb\u8a33\u54c1\u8cea\u8a55\u4fa1\u6cd5\u306f, GPT 3.5 \u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u3067\u306e\u307f\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002 WMT22 Metrics\u5171\u6709\u30bf\u30b9\u30af\u8a00\u8a9e\u30da\u30a2\u306e\u30b7\u30b9\u30c6\u30e0\u30ec\u30d9\u30eb\u3067\u306f,\u3053\u306e\u7d50\u679c\u304c\u6709\u52b9\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.14520v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.14520v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 28 Feb 2023 12:23:48 GMT)<\/li>\n\n\n\n<li>LLM\u3092\u7528\u3044\u305f\u7ffb\u8a33\u54c1\u8cea\u306e\u8a55\u4fa1\u65b9\u6cd5GEMBA\uff08GPT Estimation Metric Based Assessment\uff09\u306e\u63d0\u6848\u3002BLEU\u3084COMET\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5de5\u592b\u3057\u3066\u8a55\u4fa1\u3055\u305b\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3053\u308c\u3067\u771f\u3063\u5f53\u306a\u8a55\u4fa1\u304c\u8fd4\u3063\u3066\u304f\u308b\u306e\u306f\u304b\u306a\u308a\u610f\u5916<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/MicrosoftTranslator\/GEMBA\">GitHub &#8211; MicrosoftTranslator\/GEMBA: GEMBA \u2014 GPT Estimation Metric Based Assessment<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatAug: Leveraging ChatGPT for Text Data Augmentation&nbsp;<\/strong>[56.0]<br>\u672c\u7a3f\u3067\u306f,ChatGPT(ChatAug)\u306b\u57fa\u3065\u304f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u62e1\u5f35\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 ChatGPT\u306f\u3001\u975e\u4e26\u5217\u306a\u8a00\u8a9e\u7684\u8c4a\u304b\u3055\u3092\u6301\u3064\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u8a13\u7df4\u3055\u308c\u3001\u5927\u898f\u6a21\u306a\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u5f37\u5316\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u3002 \u6211\u3005\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u62e1\u5f35\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308bChatAug\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b5\u30f3\u30d7\u30eb\u306e\u5404\u6587\u3092\u3001\u6982\u5ff5\u7684\u306b\u985e\u4f3c\u3057\u3066\u3044\u308b\u304c\u610f\u5473\u7684\u306b\u7570\u306a\u308b\u8907\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u306b\u66f8\u304d\u63db\u3048\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2302.13007v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2302.13007v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sat, 25 Feb 2023 06:58:16 GMT)<\/li>\n\n\n\n<li>ChatGPT\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u62e1\u5f35\u306e\u63d0\u6848\u3002\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u3067\u3082\u30c8\u30e9\u30a4\u3055\u308c\u3066\u304a\u308a\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u5185\u306e\u77e5\u8b58\u3092\u6d3b\u7528\u3059\u308b\u306e\u304c\u6709\u52b9\u306a\u3053\u3068\u306f\u3042\u308b\u3068\u601d\u3046\u3002<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u62e1\u5f35\u624b\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u6709\u7528\u6027\u3092\u691c\u8a3c\u3057\u3066\u3044\u308b\u304c\u3001LLM+fewshot\uff08or LLM + soft prompt\uff09\u3060\u3068\u3069\u306e\u7a0b\u5ea6\u306e\u6027\u80fd\u306b\u306a\u308b\u306e\u304b\u306f\u77e5\u308a\u305f\u3044\u3068\u3053\u308d\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u9031\u3082ChatGPT\u95a2\u9023\u306e\u8ad6\u6587\u306f\u591a\u3044\u3002API\u5229\u7528\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3053\u3068\u3082\u3042\u308a\u3001\u691c\u8a3c\u95a2\u9023\u306f\u4eca\u5f8c\u3082\u5897\u3048\u305d\u3046\u306a\u611f\u3058\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":[63,174],"class_list":["post-3014","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chatgpt","tag-gpt-3"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3014","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=3014"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3014\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3014"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3014"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3014"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}