{"id":6646,"date":"2025-05-08T05:14:00","date_gmt":"2025-05-07T20:14:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6646"},"modified":"2025-05-08T05:14:00","modified_gmt":"2025-05-07T20:14:00","slug":"the-rise-of-small-language-models-in-healthcare-a-comprehensive-survey","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6646","title":{"rendered":"The Rise of Small Language Models in Healthcare: A Comprehensive Survey\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>The Rise of Small Language Models in Healthcare: A Comprehensive Survey\u00a0<\/strong>[8.6]<br>\u5c0f\u578b\u8a00\u8a9e\u30e2\u30c7\u30eb(SLM)\u306f\u3001\u6b21\u4e16\u4ee3\u533b\u7642\u60c5\u5831\u5b66\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u81e8\u5e8a\u7684\u306b\u5b9f\u884c\u53ef\u80fd\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u5305\u62ec\u7684\u8abf\u67fb\u3067\u306f\u3001\u533b\u7642\u5f93\u4e8b\u8005\u306b\u5bfe\u3057\u3066\u5206\u985e\u30fb\u5206\u985e\u3059\u308b\u305f\u3081\u306e\u5206\u985e\u5b66\u7684\u67a0\u7d44\u307f\u3092\u63d0\u793a\u3059\u308b\u3002 \u672c\u7814\u7a76\u306f,\u533b\u7642\u306b\u304a\u3051\u308bSLM\u306e\u5909\u5bb9\u53ef\u80fd\u6027\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u305f\u3081\u306b,\u5e83\u304f\u7814\u7a76\u3055\u308c\u3066\u3044\u308bNLP\u30bf\u30b9\u30af\u3092\u5bfe\u8c61\u3068\u3057\u305f\u5b9f\u9a13\u7d50\u679c\u306e\u307e\u3068\u3081\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.17119v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.17119v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 23 Apr 2025 22:02:25 GMT)<\/li>\n\n\n\n<li>\u30d8\u30eb\u30b9\u30b1\u30a2\u306b\u304a\u3051\u308bSLM\u306e\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/drmuskangarg\/SLMs-in-healthcare\">GitHub &#8211; drmuskangarg\/SLMs-in-healthcare: Unlike vanilla contextual pre-trained fundamentally \\textit{small} language models (e.g., ClinicalBERT), our interest lies in compressed and optimized approaches for language models in healthcare, developed as a resource-efficient and domain-specialized solution to LLMs.<\/a>\u3067\u3001\u304b\u306a\u308a\u591a\u304f\u306e\u30e2\u30c7\u30eb\u304c\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308b\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":[365,368,387],"class_list":["post-6646","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-slm","tag-small-model","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6646","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=6646"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6646\/revisions"}],"predecessor-version":[{"id":6709,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6646\/revisions\/6709"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6646"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6646"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}