{"id":3189,"date":"2023-04-17T05:07:00","date_gmt":"2023-04-16T20:07:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3189"},"modified":"2023-04-17T05:07:00","modified_gmt":"2023-04-16T20:07:00","slug":"gpt-4%e9%96%a2%e9%80%a3","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3189","title":{"rendered":"GPT-4\u95a2\u9023"},"content":{"rendered":"\n<p>\u6bce\u9031GPT-4\u95a2\u9023\u306e\u30cb\u30e5\u30fc\u30b9\u304c\u591a\u3044\u3002\u8fd1\u3044\u691c\u8a3c\u304c\u591a\u304f\u306e\u5834\u6240\u3067\u884c\u308f\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u4f3c\u305f\u7d50\u8ad6\u306e\u5831\u544a\u3082\u3055\u308c\u3066\u3044\u308b\u3002\u5225\u306e\u30b0\u30eb\u30fc\u30d7\u304b\u3089\u540c\u3058\u7d50\u679c\u304c\u5f97\u3089\u308c\u3066\u3044\u308b\u3068\u4fe1\u983c\u6027\u304c\u4e0a\u304c\u308b\u306e\u3067\u3068\u3066\u3082\u3042\u308a\u304c\u305f\u3044\u3002<\/p>\n\n\n\n<p>Amazon\u304c\u5bfe\u6297\u30e2\u30c7\u30ebAmazon Titan\u3092\u30d7\u30ec\u30d3\u30e5\u30fc\u4e2d\u3001\u305d\u306e\u4ed6\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306e\u30e2\u30c7\u30eb\u3082\u5229\u7528\u53ef\u80fd\u3068\u3059\u308b\u3001Dolly v2\u304c\u767b\u5834\u3001OpenAssistant\u306e\u30e2\u30c7\u30eb\u304c\u306a\u3069OpenAI\u4ee5\u5916\u306e\u52d5\u304d\u306b\u3082\u671f\u5f85\u3057\u305f\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/announcing-new-tools-for-building-with-generative-ai-on-aws\/\">Announcing New Tools for Building with Generative AI on AWS | AWS Machine Learning Blog (amazon.com)<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.databricks.com\/jp\/blog\/2023\/04\/12\/dolly-first-open-commercially-viable-instruction-tuned-llm\">Free Dolly: Introducing the World&#8217;s First Open and Commercially Viable Instruction-Tuned LLM &#8211; The Databricks Blog<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/huggingface.co\/OpenAssistant\">OpenAssistant (OpenAssistant) (huggingface.co)<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models&nbsp;<\/strong>[61.9]<br>\u6211\u3005\u306f\u3001\u4eba\u9593\u4e2d\u5fc3\u306e\u6a19\u6e96\u5316\u8a66\u9a13\u306e\u6587\u8108\u3067\u57fa\u790e\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bAGval\u3092\u7d39\u4ecb\u3059\u308b\u3002 GPT-4, ChatGPT, Text-Davinci\u306a\u3069, \u6700\u5148\u7aef\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3063\u305f\u3002 GPT-4\u306fSAT\u3001LSAT\u3001\u6570\u5b66\u306e\u7af6\u4e89\u3067\u5e73\u5747\u7684\u306a\u4eba\u4e8b\u6210\u7e3e\u3092\u4e0a\u56de\u308a\u3001SAT Math\u30c6\u30b9\u30c8\u3067\u306f95%\u306e\u7cbe\u5ea6\u3067\u3001\u4e2d\u56fd\u56fd\u7acb\u5927\u5b66\u5165\u8a66\u3067\u306f92.5%\u306e\u7cbe\u5ea6\u3067\u5408\u683c\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.06364v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.06364v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 13 Apr 2023 09:39:30 GMT)<\/li>\n\n\n\n<li>AGI Eval\u3068\u3044\u3046\u3059\u3054\u3044\u540d\u524d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u9762\u767d\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u3042\u308b\u304c\u4e00\u822c\u306b\u516c\u958b\u3055\u308cSNS\u3084Blog\u3001\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u7b49\u3067\u8a00\u53ca\u3055\u308c\u3066\u3044\u305d\u3046\u306a\u3082\u306e\u306fLeak\u306e\u30ea\u30b9\u30af\u304c\u9ad8\u3044\u3088\u3046\u306a\u6c17\u3082\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/microsoft\/AGIEval\">GitHub &#8211; microsoft\/AGIEval<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Interpretable Unified Language Checking&nbsp;<\/strong>[42.8]<br>\u672c\u7a3f\u3067\u306f,\u4eba\u9593\u3068\u6a5f\u68b0\u751f\u6210\u8a00\u8a9e\u306e\u4e21\u65b9\u306b\u5bfe\u3057\u3066,\u89e3\u91c8\u53ef\u80fd\u3067\u7d71\u4e00\u3055\u308c\u305f\u8a00\u8a9e\u30c1\u30a7\u30c3\u30af(UniLC)\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af, \u30b9\u30c6\u30ec\u30aa\u30bf\u30a4\u30d7\u691c\u51fa, \u30d8\u30a4\u30c8\u30b9\u30d4\u30fc\u30c1\u691c\u51fa\u30bf\u30b9\u30af\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a, LLM \u306f\u9ad8\u3044\u6027\u80fd\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.03728v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.03728v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 7 Apr 2023 16:47:49 GMT)<\/li>\n\n\n\n<li>\u30c1\u30a7\u30c3\u30af\u306bLLM\u3092\u4f7f\u3046\u63d0\u6848\u3002Interpretable\u30fb\u30fb\u30fb\uff1f<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/luohongyin\/unilc\">GitHub &#8211; luohongyin\/UniLC: Interpretable unified language safety checking with large language models<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT as a Factual Inconsistency Evaluator for Text Summarization&nbsp;<\/strong>[17.2]<br>\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u8a2d\u5b9a\u4e0b\u306b\u304a\u3044\u3066,ChatGPT\u306f\u4e8b\u5b9f\u6574\u5408\u6027\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u4e00\u822c\u7684\u306b\u3001\u4e8c\u9805\u95a2\u4fc2\u63a8\u8ad6\u3001\u8981\u7d04\u30e9\u30f3\u30af\u4ed8\u3051\u3001\u4e00\u8cab\u6027\u8a55\u4fa1\u306b\u95a2\u3059\u308b\u4ee5\u524d\u306e\u8a55\u4fa1\u6307\u6a19\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u307e\u3059\u3002 \u3057\u304b\u3057\u3001ChatGPT\u306e\u51fa\u529b\u3092\u7dbf\u5bc6\u306b\u691c\u67fb\u3059\u308b\u3068\u3001\u3088\u308a\u8a9e\u5f59\u7684\u306b\u985e\u4f3c\u3057\u305f\u5019\u88dc\u3092\u597d\u3080\u3053\u3068\u3001\u8aa4\u3063\u305f\u63a8\u8ad6\u3001\u6307\u793a\u306e\u4e0d\u5341\u5206\u306a\u7406\u89e3\u306a\u3069\u3001\u4e00\u5b9a\u306e\u5236\u9650\u304c\u793a\u3055\u308c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2303.15621v2\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2303.15621v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 13 Apr 2023 10:59:39 GMT)<\/li>\n\n\n\n<li>\u4e0a\u8a18\u540c\u69d8\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u3067ChatGPT\u3092\u8a55\u4fa1\u7528\u306b\u4f7f\u7528\u3059\u308b\u3082\u306e\u3002LLM\u306fEvaluation\u306b\u3082\u6709\u52b9\u3068\u3044\u3046\u5831\u544a\u306f\u5225\u306b\u3082\u3042\u308a\u3001\u6709\u671b\u305d\u3046\u306a\u3053\u3068\u304c\u5206\u304b\u308b<\/li>\n\n\n\n<li>\u300cits great potential for factual inconsistency evaluation\u300d\u3068\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning&nbsp;<\/strong>[0.0]<br>\u672c\u7a3f\u3067\u306f\u3001\u30c4\u30a4\u30fc\u30c8\u306e\u5185\u5bb9\u306b\u57fa\u3065\u3044\u3066\u3001Twitter\u30dd\u30b9\u30bf\u30fc\u306e\u653f\u6cbb\u7684\u95a2\u9023\u3092\u5206\u985e\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001Large Language Model (LLM) ChatGPT-4\u306e\u7cbe\u5ea6\u3001\u4fe1\u983c\u6027\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u8a55\u4fa1\u3059\u308b\u3002 2020\u5e74\u306e\u5927\u7d71\u9818\u9078\u6319\u3067\u306f\u3001\u7c73\u56fd\u653f\u6cbb\u5bb6\u306eTwitter\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4f7f\u3044\u3001\u6b63\u78ba\u3055\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u6839\u62e0\u3068\u306a\u308b\u771f\u5b9f\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.06588v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.06588v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 13 Apr 2023 14:51:40 GMT)<\/li>\n\n\n\n<li>GPT-4\u304c\u30af\u30e9\u30a6\u30c9\u30ef\u30fc\u30ab\u30fc\u3088\u308a\u512a\u308c\u305f\u6027\u80fd\u3068\u306e\u6307\u6458<\/li>\n\n\n\n<li><a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2303.15056v1\">Fugu-MT \u8ad6\u6587\u7ffb\u8a33(\u6982\u8981): ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks (fugumt.com)<\/a> \u3067\u3082\u540c\u69d8\u306e\u6307\u6458\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning&nbsp;<\/strong>[70.6]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u30d6\u30ec\u30fc\u30af\u30b9\u30eb\u30fc\u3068\u3057\u3066\u767b\u5834\u3057\u305f\u3002 \u672c\u7a3f\u3067\u306f,\u9ad8,\u4e2d,\u4f4e,\u4f4e\u30ea\u30bd\u30fc\u30b9\u306e37\u8a00\u8a9e\u3092\u5bfe\u8c61\u3068\u3057\u3066,ChatGPT\u30927\u3064\u306e\u30bf\u30b9\u30af\u3067\u8a55\u4fa1\u3059\u308b\u3002 \u5f93\u6765\u306e\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3059\u308b\u3068,\u69d8\u3005\u306aNLP\u30bf\u30b9\u30af\u3084\u8a00\u8a9e\u306b\u5bfe\u3059\u308bChatGPT\u306e\u6027\u80fd\u306f\u4f4e\u4e0b\u3057\u3066\u3044\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.05613v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.05613v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 12 Apr 2023 05:08:52 GMT)<\/li>\n\n\n\n<li>ChatGPT\u306e\u82f1\u8a9e\u4ee5\u5916\u306e\u6027\u80fd\u691c\u8a3c\u3001\u5bfe\u8c61\u30bf\u30b9\u30af\u306fPart-of-Speech Tagging, Named Entity Recognition, Relation Extraction, Natural Language Inference, Question Answering, Common Sense Reasoning, Summarization<\/li>\n\n\n\n<li>\u6b8b\u5ff5\u306a\u304c\u3089\u65e5\u672c\u8a9e\u304c\u691c\u8a3c\u5bfe\u8c61\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304c\u30ea\u30bd\u30fc\u30b9\u5225\u306e\u6bd4\u8f03\u304b\u3089\u985e\u63a8\u306f\u3067\u304d\u305d\u3046\uff1f\uff08ChatGPT\u306e\u8a00\u8a9e\u6bd4\u7387\u304c\u8b0e\u306a\u306e\u3067\u672c\u5f53\u306b\u985e\u63a8\u3057\u304b\u3067\u304d\u306a\u3044\u304c\u30fb\u30fb\u30fb\uff09<\/li>\n\n\n\n<li>\u30bf\u30b9\u30af\u306b\u3088\u3063\u3066\u3082\u307e\u3061\u307e\u3061\u3067\u306f\u3042\u308b\u304c\u82f1\u8a9e\u3067\u306e\u6027\u80fd\u304c\u9ad8\u3044\u3053\u3068\u304c\u5206\u304b\u308b\u3002\uff08\u3053\u306e\u8fba\u308a\u306f\u5b9f\u611f\u306b\u3082\u53cd\u3057\u3066\u3044\u306a\u3044\uff09<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Toxicity in ChatGPT: Analyzing Persona-assigned Language Models&nbsp;<\/strong>[23.5]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u9a5a\u304f\u3079\u304d\u80fd\u529b\u3092\u793a\u3057\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u8d85\u8d8a\u3057\u305f\u3002 \u4e00\u822c\u7684\u306a\u5bfe\u8a71\u578bLLM\u3067\u3042\u308bChatGPT\u306e50\u4e07\u4e16\u4ee3\u4ee5\u4e0a\u3067\u6bd2\u6027\u3092\u7cfb\u7d71\u7684\u306b\u8a55\u4fa1\u3057\u305f\u3002 \u305d\u306e\u7d50\u679c,ChatGPT\u306e\u30b7\u30b9\u30c6\u30e0\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u30da\u30eb\u30bd\u30ca\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067,\u751f\u6210\u306e\u6bd2\u6027\u304c\u8457\u3057\u304f\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.05335v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.05335v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 11 Apr 2023 16:53:54 GMT)<\/li>\n\n\n\n<li>\u30da\u30eb\u30bd\u30ca\u3092\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067\u3088\u308d\u3057\u304f\u306a\u3044\u51fa\u529b\u3092\u51fa\u305b\u308b\u3068\u3044\u3046\u5831\u544a\u3002\u3053\u308c\u81ea\u4f53\u306fSNS\u3067\u3082\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u308b\u304c\u4f53\u7cfb\u7684\u306b\u8abf\u67fb\u3055\u308c\u3066\u3044\u308b\u70b9\u304c\u7d20\u6674\u3089\u3057\u3044\u3002<\/li>\n\n\n\n<li>\u7279\u5b9a\u306e\u4eba\u540d\u3067\u653b\u6483\u6027\u304c\u5897\u3059\u306a\u3069\u3059\u308b\u3068\u305d\u306e\u4eba\u306e\u540d\u8a89\u3092\u50b7\u3064\u3051\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3068\u3044\u3046\u6307\u6458\u306f\u91cd\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Multi-step Jailbreaking Privacy Attacks on ChatGPT&nbsp;<\/strong>[34.3]<br>\u672c\u7a3f\u3067\u306f,ChatGPT\u306b\u3088\u3063\u3066\u5f37\u5316\u3055\u308c\u305fOpenAI\u306e\u30e2\u30c7\u30ebAPI\u3068New Bing\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4e0a\u306e\u8105\u5a01\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f\u3001\u5f53\u793e\u306e\u4e3b\u5f35\u3092\u88cf\u4ed8\u3051\u308b\u5e83\u7bc4\u306a\u5b9f\u9a13\u3092\u884c\u3044\u3001LLM\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u5f71\u97ff\u306b\u3064\u3044\u3066\u8ad6\u3058\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.05197v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.05197v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 11 Apr 2023 13:05:04 GMT)<\/li>\n\n\n\n<li>ChatGPT\u304b\u3089\u500b\u4eba\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306e\u653b\u6483\u3002<\/li>\n\n\n\n<li>\u5f37\u529b\u3067\u3042\u308b\u304c\u3086\u3048\u306b\u60aa\u7528\u3082\u3067\u304d\u3001\u305d\u308c\u81ea\u4f53\u3067\u306e\u9632\u5fa1\u306f\u96e3\u3057\u305d\u3046\u306a\u5370\u8c61\u3002\u3053\u306e\u3088\u3046\u306a\u653b\u6483\u3092\u30b5\u30cb\u30bf\u30a4\u30ba\u3059\u308b\u306e\u3082\u3057\u3093\u3069\u305d\u3046\uff08\u7528\u9014\u304c\u7279\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u30ac\u30fc\u30c9\u306f\u3067\u304d\u305d\u3046\u3060\u304c\u3001\u4e00\u822c\u7684\u306a\u5bfe\u51e6\u306f\u7c21\u5358\u3067\u306f\u306a\u3055\u305d\u3046\uff09<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis&nbsp;<\/strong>[57.1]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u591a\u8a00\u8a9e\u6a5f\u68b0\u7ffb\u8a33(MMT)\u306e\u51e6\u7406\u306b\u304a\u3044\u3066\u9855\u8457\u306a\u53ef\u80fd\u6027\u3092\u793a\u3057\u305f\u3002 \u672c\u7a3f\u3067\u306f, MMT \u306b\u304a\u3051\u308b LLM \u306e\u5229\u70b9\u3068\u8ab2\u984c\u3092\u4f53\u7cfb\u7684\u306b\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f102\u8a00\u8a9e\u3067XGLM, OPT, BLOOMZ, ChatGPT\u306a\u3069\u306e\u4eba\u6c17\u306e\u3042\u308bLLM\u3092\u8a55\u4fa1\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.04675v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.04675v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 10 Apr 2023 15:51:30 GMT)<\/li>\n\n\n\n<li>LLM\u306b\u5bfe\u3059\u308b\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u306e\u8a55\u4fa1<\/li>\n\n\n\n<li>\u8a00\u8a9e\u30bf\u30a4\u30d7\u306e\u5dee\u7570\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5dee\u7570\u306a\u3069\u975e\u5e38\u306b\u53c2\u8003\u306b\u306a\u308b\u3002ChatGPT\u3067\u3042\u3063\u3066\u3082\u591a\u304f\u306e\u8a00\u8a9e\u30da\u30a2\u3067NLLB\u306b\u53ca\u3070\u306a\u3044\u3068\u306e\u7d50\u679c\u3002<\/li>\n\n\n\n<li>\u300cBLOOMZ may have seen test cases in Flores-101 during training\u300d\u3068\u3044\u3046\u5f0f\u304c\u3055\u308c\u3066\u3044\u3066Leak\u306e\u5371\u967a\u3092\u6307\u6458\u3057\u3066\u3044\u308b\u3002\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u3092\u4f7f\u3046\u4e8b\u81ea\u4f53\u3092\u60aa\u3044\u3068\u8a00\u3046\u306e\u306f\u96e3\u3057\u3044\u304c\u3001\u8a55\u4fa1\u304c\u56f0\u96e3\u306b\u306a\u308b\u2026<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions&nbsp;<\/strong>[17.7]<br>ChatPipe\u306f\u3001\u30e6\u30fc\u30b6\u3068ChatGPT\u9593\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5bb9\u6613\u306b\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3001\u65b0\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u3002 ChatPipe\u306f\u3001\u6b21\u306e\u30c7\u30fc\u30bf\u6e96\u5099\u64cd\u4f5c\u306b\u5bfe\u3057\u3066\u52b9\u679c\u7684\u306a\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3001ChatGPT\u3092\u30ac\u30a4\u30c9\u3057\u3066\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u751f\u6210\u3059\u308b\u3002 \u308f\u308c\u308f\u308c\u306fChatPipe\u7528\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3057\u3001Kaggle\u304b\u3089\u73fe\u5b9f\u306eML\u30bf\u30b9\u30af\u3092\u8907\u6570\u7528\u610f\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2304.03540v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2304.03540v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 7 Apr 2023 08:33:08 GMT)<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u6e96\u5099\u306e\u305f\u3081\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li>\u8272\u3005\u7d44\u307f\u5408\u308f\u305b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5de5\u592b\u3057\u3001\u2026\u3068\u5b9f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u308b\u306e\u306f\u7d50\u69cb\u5927\u5909\u3060\u306a\u3068\u601d\u3046\u5185\u5bb9\uff08\u3068\u306f\u3044\u3048\u5b9f\u614b\u306f\u3053\u3093\u306a\u611f\u3058\u3060\u3068\u3082\u601d\u3046\uff09<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6bce\u9031GPT-4\u95a2\u9023\u306e\u30cb\u30e5\u30fc\u30b9\u304c\u591a\u3044\u3002\u8fd1\u3044\u691c\u8a3c\u304c\u591a\u304f\u306e\u5834\u6240\u3067\u884c\u308f\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u4f3c\u305f\u7d50\u8ad6\u306e\u5831\u544a\u3082\u3055\u308c\u3066\u3044\u308b\u3002\u5225\u306e\u30b0\u30eb\u30fc\u30d7\u304b\u3089\u540c\u3058\u7d50\u679c\u304c\u5f97\u3089\u308c\u3066\u3044\u308b\u3068\u4fe1\u983c\u6027\u304c\u4e0a\u304c\u308b\u306e\u3067\u3068\u3066\u3082\u3042\u308a\u304c\u305f\u3044\u3002 Amazon\u304c\u5bfe\u6297\u30e2\u30c7\u30ebAmazon  &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=3189\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;GPT-4\u95a2\u9023&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/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-3189","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\/3189","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=3189"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3189\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3189"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3189"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}