{"id":5832,"date":"2024-12-05T05:32:00","date_gmt":"2024-12-04T20:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5832"},"modified":"2024-12-05T05:32:00","modified_gmt":"2024-12-04T20:32:00","slug":"a-survey-on-llm-as-a-judge-from-generation-to-judgment-opportunities-and-challenges-of-llm-as-a-judge","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5832","title":{"rendered":"A Survey on LLM-as-a-Judge\u00a0\/ From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge"},"content":{"rendered":"\n<p>LLM as a judge\u306e\u5fc5\u8981\u6027\u306f\u81f3\u308b\u6240\u3067\u6307\u6458\u3055\u308c\u3066\u3044\u3066\u3001\u8ad6\u6587\u3082\u3068\u3066\u3082\u591a\u3044\u3002\u5148\u9031\uff12\u3064\u306e\u30b5\u30fc\u30d9\u30a4\u304c\u3067\u3066\u3044\u305f\u3002\u3044\u305a\u308c\u3082\u8907\u6570\u7814\u7a76\u6a5f\u95a2\u306e\u7814\u7a76\u8005\u306b\u3088\u308b\u5171\u8457\u3067\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u516c\u958b\u3059\u308b\u5f62\u5f0f\u3068\u306a\u3063\u3066\u3044\u308b\u3002\uff11\u7814\u7a76\u6a5f\u95a2\u306e\u30c1\u30fc\u30e0\u3067\u8abf\u67fb\u3059\u308b\u306e\u306f\u3057\u3093\u3069\u3044\u6642\u4ee3\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3060\u308d\u3046\u304b\u3002\u3002\u3002\uff08\u5f8c\u8005\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u516c\u958b\u306f\u975e\u5e38\u306b\u3042\u308a\u304c\u305f\u3044\uff09<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A Survey on LLM-as-a-Judge\u00a0<\/strong>[10.3]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u69d8\u3005\u306a\u9818\u57df\u3067\u5927\u304d\u306a\u6210\u529f\u3092\u53ce\u3081\u3066\u3044\u307e\u3059\u3002 LLM\u306f\u3001\u5f93\u6765\u306e\u5c02\u9580\u5bb6\u4e3b\u5c0e\u306e\u8a55\u4fa1\u306b\u4ee3\u308f\u308b\u9b45\u529b\u7684\u306a\u4ee3\u66ff\u624b\u6bb5\u3067\u3042\u308b\u3002 LLM-as-a-Judge\u30b7\u30b9\u30c6\u30e0\u306f\u3069\u3046\u3084\u3063\u3066\u69cb\u7bc9\u3067\u304d\u308b\u306e\u304b?<br><a href=\"http:\/\/arxiv.org\/abs\/2411.15594v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.15594v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 23 Nov 2024 16:03:35 GMT)<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/IDEA-FinAI\/LLM-as-a-Judge\">GitHub &#8211; IDEA-FinAI\/LLM-as-a-Judge<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge\u00a0<\/strong>[32.6]<br>\u4eba\u5de5\u77e5\u80fd(AI)\u3068\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u306b\u304a\u3044\u3066\u3001\u9577\u3044\u9593\u3001\u8a55\u4fa1\u3068\u8a55\u4fa1\u304c\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3042\u3063\u305f\u3002 \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u6700\u8fd1\u306e\u9032\u6b69\u306f&#8221;LLM-as-a-judge&#8221;\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u523a\u6fc0\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2411.16594v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.16594v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 25 Nov 2024 17:28:44 GMT)<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/llm-as-a-judge.github.io\/\">LLM-as-a-judge<\/a>\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\uff08\u8ad6\u6587\u30ea\u30b9\u30c8\u306a\u3069\uff09\u306f<a href=\"https:\/\/github.com\/llm-as-a-judge\/Awesome-LLM-as-a-judge\">GitHub &#8211; llm-as-a-judge\/Awesome-LLM-as-a-judge<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>LLM as a judge\u306e\u5fc5\u8981\u6027\u306f\u81f3\u308b\u6240\u3067\u6307\u6458\u3055\u308c\u3066\u3044\u3066\u3001\u8ad6\u6587\u3082\u3068\u3066\u3082\u591a\u3044\u3002\u5148\u9031\uff12\u3064\u306e\u30b5\u30fc\u30d9\u30a4\u304c\u3067\u3066\u3044\u305f\u3002\u3044\u305a\u308c\u3082\u8907\u6570\u7814\u7a76\u6a5f\u95a2\u306e\u7814\u7a76\u8005\u306b\u3088\u308b\u5171\u8457\u3067\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u516c\u958b\u3059\u308b\u5f62\u5f0f\u3068\u306a\u3063\u3066\u3044\u308b\u3002\uff11\u7814\u7a76\u6a5f\u95a2\u306e\u30c1\u30fc\u30e0\u3067\u8abf\u67fb\u3059\u308b\u306e\u306f &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=5832\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;A Survey on LLM-as-a-Judge\u00a0\/ From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge&#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":[224,387],"class_list":["post-5832","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm-as-a-judge","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5832","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=5832"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5832\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5832"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5832"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5832"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}