{"id":7151,"date":"2025-08-01T04:07:00","date_gmt":"2025-07-31T19:07:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7151"},"modified":"2025-07-20T23:14:31","modified_gmt":"2025-07-20T14:14:31","slug":"a-survey-of-large-language-models-in-discipline-specific-research-challenges-methods-and-opportunities","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7151","title":{"rendered":"A Survey of Large Language Models in Discipline-specific Research: Challenges, Methods and Opportunities"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Large Language Models in Discipline-specific Research: Challenges, Methods and Opportunities\u00a0<\/strong>[33.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306f\u3001\u591a\u304f\u306e\u5b66\u969b\u7684\u306a\u7814\u7a76\u3067\u305d\u306e\u5909\u5bb9\u306e\u53ef\u80fd\u6027\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u5b66\u969b\u7814\u7a76\u306b\u304a\u3051\u308bLSM\u306e\u9069\u7528\u306b\u3064\u3044\u3066\u6982\u89b3\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.08425v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.08425v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 11 Jul 2025 09:11:18 GMT)<\/li>\n\n\n\n<li>\u300cFrom the perspective of their applicability, this paper explores how LLMs are contributing to various disciplines including mathematics, physics, chemistry, biology, and the humanities and social sciences, demonstrating their role in discipline-specific tasks. The prevailing challenges are critically examined and the promising research directions are highlighted alongside the recent advances in LLMs.\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d9\u30a4\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":[387,623],"class_list":["post-7151","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7151","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=7151"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7151\/revisions"}],"predecessor-version":[{"id":7152,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7151\/revisions\/7152"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7151"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7151"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7151"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}