{"id":8133,"date":"2026-01-29T03:07:00","date_gmt":"2026-01-28T18:07:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8133"},"modified":"2026-01-24T21:11:26","modified_gmt":"2026-01-24T12:11:26","slug":"large-scale-multidimensional-knowledge-profiling-of-scientific-literature","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8133","title":{"rendered":"Large-Scale Multidimensional Knowledge Profiling of Scientific Literature\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Large-Scale Multidimensional Knowledge Profiling of Scientific Literature\u00a0<\/strong>[46.2]<br>2020\u5e74\u304b\u30892025\u5e74\u306e\u9593\u306b\u300122\u306e\u4e3b\u8981\u306a\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u304b\u308910\u4e07\u4ee5\u4e0a\u306e\u8ad6\u6587\u3092\u307e\u3068\u3081\u3066\u307e\u3068\u3081\u307e\u3057\u305f\u3002 \u5206\u6790\u3067\u306f,\u5b89\u5168\u6027\u306e\u5411\u4e0a,\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6,\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6307\u5411\u7814\u7a76\u306a\u3069,\u3044\u304f\u3064\u304b\u306e\u9855\u8457\u306a\u5909\u5316\u306b\u6ce8\u76ee\u3057\u305f\u3002 \u3053\u308c\u3089\u306e\u767a\u898b\u306f\u3001AI\u7814\u7a76\u306e\u9032\u5316\u306b\u95a2\u3059\u308b\u30a8\u30d3\u30c7\u30f3\u30b9\u30d9\u30fc\u30b9\u306e\u898b\u89e3\u3092\u63d0\u4f9b\u3057\u3001\u3088\u308a\u5e83\u7bc4\u306a\u30c8\u30ec\u30f3\u30c9\u3092\u7406\u89e3\u3057\u3001\u65b0\u305f\u306a\u65b9\u5411\u6027\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.15170v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.15170v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 21 Jan 2026 16:47:05 GMT)<\/li>\n\n\n\n<li>\u8ad6\u6587\u306e\u5927\u898f\u6a21\u5206\u6790\u3001\u57fa\u672c\u7684\u306b\u306f\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306a\u30d7\u30ed\u30bb\u30b9\u306e\u3088\u3046\u306b\u898b\u3048\u308b\u304cLLM\u3092\u52b9\u679c\u7684\u306b\u4f7f\u3063\u3066\u3044\u308b\u70b9\u306b\u6ce8\u76ee\u3002\u300cTsinghua University emphasizes directions such as knowledge distillation, graph neural networks, adversarial training, domain adaptation, and model generalization, while Carnegie Mellon University demonstrates strong performance in areas like robotic grasping and manipulation strategies and causal discovery.\u300d\u3068\u3044\u3063\u305ffindings\u306f\u9762\u767d\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/xzc-zju\/Profiling_Scientific_Literature\">GitHub &#8211; xzc-zju\/Profiling_Scientific_Literature<\/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":[465,652],"class_list":["post-8133","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-465","tag-652"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8133","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=8133"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8133\/revisions"}],"predecessor-version":[{"id":8134,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8133\/revisions\/8134"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}