{"id":6554,"date":"2025-04-15T06:18:00","date_gmt":"2025-04-14T21:18:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6554"},"modified":"2025-04-15T06:18:00","modified_gmt":"2025-04-14T21:18:00","slug":"scholarcopilot-training-large-language-models-for-academic-writing-with-accurate-citations","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6554","title":{"rendered":"ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations\u00a0<\/strong>[45.6]<br>\u6211\u3005\u306fScholarCopilot\u3092\u7d39\u4ecb\u3057\u305f\u3002ScholarCopilot\u306f\u5b66\u8853\u66f8\u8a18\u306e\u305f\u3081\u306e\u65e2\u5b58\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u7d71\u5408\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 ScholarCopilot\u306f\u3001\u691c\u7d22\u30c8\u30fc\u30af\u30f3[RET]\u3092\u751f\u6210\u3057\u3066\u5b66\u8853\u7684\u306a\u53c2\u7167\u3092\u3044\u3064\u53d6\u5f97\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3057\u3001\u305d\u306e\u8868\u73fe\u3092\u5229\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u95a2\u9023\u3059\u308b\u5f15\u7528\u3092\u691c\u7d22\u3059\u308b\u3002 \u52b9\u7387\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u3001\u5358\u4e00\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5185\u3067\u751f\u6210\u30bf\u30b9\u30af\u3068\u5f15\u7528\u30bf\u30b9\u30af\u306e\u4e21\u65b9\u3092\u5171\u540c\u3067\u6700\u9069\u5316\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.00824v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.00824v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 01 Apr 2025 14:12:14 GMT)<\/li>\n\n\n\n<li>\u5b66\u8853\u8ad6\u6587\u306e\u305f\u3081\u306eLLM\u3001\u300cScholarCopilot dynamically interleaves retrieval and generation by producing retrieval tokens ([RET]) based on current context, enabling context-aware citation retrieval and optional user refinement.\u300d\u3068\u3044\u3046RET\u3068\u3044\u3046\u7279\u6b8a\u306a\u30c8\u30fc\u30af\u30f3\u3092\u7528\u3044\u305f\u52d5\u4f5c\u304c\u7279\u5fb4\u7684<\/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":[223,623],"class_list":["post-6554","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6554","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=6554"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6554\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6554"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6554"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6554"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}