{"id":4744,"date":"2024-04-17T05:27:00","date_gmt":"2024-04-16T20:27:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4744"},"modified":"2024-04-17T05:27:00","modified_gmt":"2024-04-16T20:27:00","slug":"from-words-to-numbers-your-large-language-model-is-secretly-a-capable-regressor-when-given-in-context-examples","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4744","title":{"rendered":"From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples\u00a0<\/strong>[17.4]<br>\u6211\u3005\u306f,Llama2,GPT-4,Claude 3\u306a\u3069\u306e\u4e8b\u524d\u5b66\u7fd2\u3055\u308c\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c,\u6587\u8108\u5185\u4f8b\u304c\u4e0e\u3048\u3089\u308c\u305f\u5834\u5408\u306e\u7dda\u5f62\u56de\u5e30\u3084\u975e\u7dda\u5f62\u56de\u5e30\u3092\u3044\u304b\u306b\u3046\u307e\u304f\u884c\u3046\u304b\u3092\u5206\u6790\u3059\u308b\u3002 \u3044\u304f\u3064\u304b\u306e\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u5f93\u6765\u306e\u6559\u5e2b\u4ed8\u304d\u30e1\u30bd\u30c3\u30c9\u306b\u5339\u6575\u3059\u308b(\u3042\u308b\u3044\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u512a\u308c\u308b)\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3067\u56de\u5e30\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2404.07544v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2404.07544v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 11 Apr 2024 08:12:43 GMT)<\/li>\n\n\n\n<li>GradientBoosting\u306e\u7d50\u679c\u306a\u3069\u602a\u3057\u3052\u306a\u90e8\u5206\u306f\u3042\u308a\u3064\u3064\u3001\u307e\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u69cb\u7bc9\u904e\u7a0b\u304b\u3089\u8a00\u3063\u3066LR\u306e\u7d50\u679c\u53cd\u5247\u3058\u3083\u306d\uff1f\u3068\u304b\u3044\u308d\u3044\u308d\u601d\u3046\u3068\u3053\u308d\u306f\u3042\u308b\u304c\u8208\u5473\u6df1\u3044\u7d50\u679c\u3002\u5143\u306e\u6570\u5f0f\u3092\u4e88\u6e2c\u3057\u306b\u884c\u3063\u3066\u3044\u308b\u3068\u304b\u3060\u3068\u3068\u3066\u3082\u9762\u767d\u3044\u3002LLM\u306b\u3068\u3063\u3066\u672a\u77e5\u306e\u30c7\u30fc\u30bf\uff08Leak\u304c\u306a\u3044\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\uff09\u3067\u691c\u8a3c\u3057\u3066\u307f\u305f\u3044\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/robertvacareanu\/llm4regression\">robertvacareanu\/llm4regression: Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their context, without any parameter update (github.com)<\/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":[],"class_list":["post-4744","post","type-post","status-publish","format-standard","hentry","category-arxiv"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4744","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=4744"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4744\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4744"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4744"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4744"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}