{"id":4616,"date":"2024-04-04T05:49:00","date_gmt":"2024-04-03T20:49:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4616"},"modified":"2024-04-04T05:49:00","modified_gmt":"2024-04-03T20:49:00","slug":"evaluation-ethics-of-llms-in-legal-domain","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4616","title":{"rendered":"Evaluation Ethics of LLMs in Legal Domain"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Evaluation Ethics of LLMs in Legal Domain\u00a0<\/strong>[35.7]<br>\u672c\u7a3f\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306e\u57fa\u672c\u7684\u8a00\u8a9e\u80fd\u529b, \u5c02\u9580\u7684\u6cd5\u7684\u77e5\u8b58, \u6cd5\u7684\u5805\u7262\u6027\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b, \u771f\u6b63\u306e\u6cd5\u7684\u4e8b\u4f8b\u3092\u5229\u7528\u3059\u308b\u65b0\u898f\u6027\u8a55\u4fa1\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u5305\u62ec\u7684\u8a55\u4fa1\u304b\u3089\u5f97\u3089\u308c\u305f\u77e5\u898b\u306f,\u6cd5\u5f8b\u9818\u57df\u306b\u304a\u3051\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u9069\u5408\u6027\u3068\u6027\u80fd\u306b\u95a2\u3059\u308b\u5b66\u8853\u7684\u8b70\u8ad6\u306b\u5927\u304d\u304f\u8ca2\u732e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.11152v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.11152v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 17 Mar 2024 09:05:13 GMT)<\/li>\n\n\n\n<li>LLM\u306b\u5bfe\u3059\u308b\u6cd5\u7684\u30c9\u30e1\u30a4\u30f3\u3067\u306e\u8a55\u4fa1\u3001\u793e\u4f1a\u5b9f\u88c5\u3092\u8003\u3048\u308b\u3046\u3048\u3067\u3068\u3066\u3082\u91cd\u8981\u3002\u300cLegal Instruction Following\uff08\u6b63\u3057\u304f\u547d\u4ee4\u306b\u5f93\u3046\u304b\uff09\u300d\u300cLegal Knowledge\uff08 Gender Bias, Age Bias, Career Bias\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u304b\uff09\u300d\u300c\u00a0Legal Robustness\uff08\u56de\u7b54\u306e\u4e00\u8cab\u6027\u3068\u8a98\u5c0e\u3055\u308c\u306a\u3044\u304b\uff09\u300d\u3092\u691c\u8a3c\u3002Legal Knowledge\u306e\u300c\u00a0Qwen-Chat (14B\/7B) demonstrates a strong ability in recognizing legal elements, while GPT4 could become more viable if it addresses sentencing biases stemming from gender.\u300d\u306f\u3084\u3084\u610f\u5916\u306a\u7d50\u679c\u3002<\/li>\n\n\n\n<li>\u6b8b\u5ff5\u306a\u304c\u3089\u300cHighlight the widespread shortcomings of LLMs in fairness and robustness.\u300d\u3068\u306e\u3053\u3068\u3002\u3002\u3002<\/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":[223,546,608],"class_list":["post-4616","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-546","tag-608"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4616","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=4616"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4616\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4616"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4616"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4616"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}