{"id":3889,"date":"2023-10-04T06:35:00","date_gmt":"2023-10-03T21:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3889"},"modified":"2023-10-04T06:35:00","modified_gmt":"2023-10-03T21:35:00","slug":"gpt-fathom-nlpbench","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3889","title":{"rendered":"GPT-Fathom, NLPBench"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond\u00a0<\/strong>[31.3]<br>GPT-Fathom\u306f\u3001OpenAI Evals\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u305f\u3081\u306e\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u518d\u73fe\u53ef\u80fd\u306a\u8a55\u4fa1\u30b9\u30a4\u30fc\u30c8\u3067\u3042\u308b\u3002 \u79c1\u305f\u3061\u306f,7\u3064\u306e\u6a5f\u80fd\u30ab\u30c6\u30b4\u30ea\u306b\u307e\u305f\u304c\u308b20\u4ee5\u4e0a\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067,10\u4ee5\u4e0a\u306eLLM\u3068OpenAI\u306e\u30ec\u30ac\u30b7\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.16583v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.16583v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 28 Sep 2023 16:43:35 GMT)<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/openai\/evals\">GitHub &#8211; openai\/evals: Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.<\/a>\u3000\u3092\u7528\u3044\u305f\u8a55\u4fa1<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>NLPBench: Evaluating Large Language Models on Solving NLP Problems\u00a0<\/strong>[41.0]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u306e\u80fd\u529b\u3092\u9ad8\u3081\u308b\u3053\u3068\u3092\u7d04\u675f\u3057\u3066\u3044\u308b\u3002 \u30a4\u30a7\u30fc\u30eb\u5927\u5b66\u306e\u6700\u7d42\u8a66\u9a13\u304b\u3089\u5f97\u3089\u308c\u305f\u69d8\u3005\u306aNLP\u30c8\u30d4\u30c3\u30af\u306b\u307e\u305f\u304c\u308b378\u306e\u5927\u5b66\u30ec\u30d9\u30eb\u306eNLP\u8cea\u554f\u3092\u542b\u3080,\u30e6\u30cb\u30fc\u30af\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bNLPBench\u3092\u63d0\u6848\u3059\u308b\u3002 GPT-3.5\/4, PaLM-2, LLAMA-2\u306a\u3069\u306eLCM\u306b\u7740\u76ee\u3057\u305f\u8a55\u4fa1\u3067\u306f, \u30c1\u30a7\u30fc\u30f3\u30fb\u30aa\u30d6\u30fb\u30b7\u30fc\u30af\u30ec\u30c3\u30c8(CoT)\u3084\u30c4\u30ea\u30fc\u30fb\u30aa\u30d6\u30fb\u30b7\u30fc\u30af\u30ec\u30c3\u30c8(ToT)\u3068\u3044\u3063\u305f\u5148\u9032\u7684\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u6226\u7565\u304c\u53d6\u308a\u5165\u308c\u3089\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.15630v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.15630v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 27 Sep 2023 13:02:06 GMT)<\/li>\n\n\n\n<li>NLP\u30b3\u30fc\u30b9\u306e\u8a66\u9a13\u304b\u3089\u4f5c\u3089\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u00d7\u624b\u6cd5\uff08Zero\/Few shot, CoT, ToT\uff09\u306e\u7d50\u679c\u304c\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/LinxinS97\/NLPBench\">GitHub &#8211; LinxinS97\/NLPBench: NLPBench: Evaluating NLP-Related Problem-solving Ability in Large Language Models<\/a><\/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":[223,648],"class_list":["post-3889","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-648"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3889","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=3889"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3889\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3889"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3889"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3889"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}