{"id":3424,"date":"2023-06-14T05:44:00","date_gmt":"2023-06-13T20:44:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3424"},"modified":"2023-06-14T05:44:00","modified_gmt":"2023-06-13T20:44:00","slug":"clinical-note-generation-from-doctor-patient-conversations-using-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3424","title":{"rendered":"Clinical Note Generation from Doctor-Patient Conversations using Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models&nbsp;<\/strong>[2.4]<br>\u6211\u3005\u306fMEDIQA-Chat 2023\u306e\u5171\u6709\u30bf\u30b9\u30af\u3092\u533b\u5e2b\u3068\u60a3\u8005\u3068\u306e\u4f1a\u8a71\u304b\u3089\u81ea\u52d5\u7684\u306a\u81e8\u5e8a\u30ce\u30fc\u30c8\u4f5c\u6210\u306e\u305f\u3081\u306b\u63d0\u51fa\u3057\u305f\u3002 \u672c\u7a3f\u3067\u306f,\u5171\u6709\u30bf\u30b9\u30af\u30c7\u30fc\u30bf\u306b\u4e8b\u524d\u5b66\u7fd2\u8a00\u8a9e\u30e2\u30c7\u30eb(PLM)\u30921\u3064,\u5927\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u30922\u3064\u5c0e\u5165\u3057,\u305d\u306e2\u3064\u306b\u3064\u3044\u3066\u5831\u544a\u3059\u308b\u3002 \u5c02\u9580\u5bb6\u306e\u4eba\u9593\u306e\u7cbe\u67fb\u306f\u3001ICL\u30d9\u30fc\u30b9\u306eGPT-4\u306b\u3088\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u30e1\u30e2\u304c\u3001\u4eba\u9593\u306b\u3088\u308b\u30e1\u30e2\u3068\u540c\u3058\u304f\u3089\u3044\u983b\u7e41\u306b\u597d\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2305.02220v2\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2305.02220v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sat, 3 Jun 2023 17:56:29 GMT)<\/li>\n\n\n\n<li>\u60a3\u8005\u3068\u306e\u5bfe\u8a71\u8a18\u9332\u304b\u3089\u306e\u81e8\u5e8a\u30ce\u30fc\u30c8\u4f5c\u6210\u3001\u30b3\u30f3\u30da\u30c6\u30a3\u30b7\u30e7\u30f3\u3067\u884c\u308f\u308c\u305f\u3082\u306e\u306e\u3088\u3046\u3002GPT-4 + ICL\u304cPLM + finetune\u306b\u52dd\u3063\u3066\u3044\u308b\u70b9\u3001GPT-4 + ICL\u304c\u4eba\u304c\u66f8\u3044\u305fGrund Truth\u3068\u4e92\u89d2\u30ec\u30d9\u30eb\u3067\u4eba\u306b\u597d\u307e\u308c\u308b\u70b9\u306a\u3069\u9762\u767d\u3044\u7d50\u679c\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/bowang-lab\/MEDIQA-Chat-2023\">GitHub &#8211; bowang-lab\/MEDIQA-Chat-2023: A repository for organizing our submission to the MEDIQA-Chat Tasks @ ACL-ClinicalNLP 2023<\/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":[175,200,499,558],"class_list":["post-3424","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gpt-4","tag-in-context-learning","tag-499","tag-558"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3424","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=3424"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3424\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3424"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3424"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3424"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}