{"id":8308,"date":"2026-03-17T04:01:00","date_gmt":"2026-03-16T19:01:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8308"},"modified":"2026-03-07T16:06:17","modified_gmt":"2026-03-07T07:06:17","slug":"safesci-safety-evaluation-of-large-language-models-in-science-domains-and-beyond","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8308","title":{"rendered":"SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond\u00a0<\/strong>[134.4]<br>\u5b89\u5168\u8a55\u4fa1\u3068\u79d1\u5b66\u7684\u6587\u8108\u306e\u5f37\u5316\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u67a0\u7d44\u307f\u3067\u3042\u308bSafeSci\u3092\u7d39\u4ecb\u3059\u308b\u3002 SafeSci\u306b\u306f\u30010.25M\u30b5\u30f3\u30d7\u30eb\u3092\u6301\u3064\u30de\u30eb\u30c1\u30c7\u30a3\u30b7\u30d7\u30ea\u30ca\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bSafeSciBench\u3068\u3001\u5b89\u5168\u6027\u5411\u4e0a\u306e\u305f\u3081\u306e1.5M\u30b5\u30f3\u30d7\u30eb\u3092\u542b\u3080\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bSafeSciTrain\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2603.01589v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2603.01589v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 02 Mar 2026 08:16:04 GMT)<\/li>\n\n\n\n<li>\u300cwe propose SafeSci, a holistic framework designed to evaluate and enhance the safety of LLMs in scientific domains. SafeSci consists of two datasets: SafeSciBench, a multi-disciplinary safety evaluation benchmark, and SafeSciTrain, a large-scale instruction tuning dataset for safety enhancement.\u300d\u3068\u306e\u3053\u3068\u3002\n<ul class=\"wp-block-list\">\n<li>\u4f59\u8ac7\u3060\u304c\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u30e2\u30c7\u30eb\u306f\u307b\u307c\u78ba\u5b9f\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067PubChem\u3084 ChEMBL\u3092\u4f7f\u3063\u3066\u3044\u308b\u306e\u3067\u30fb\u30fb\u30fb\u3068\u3044\u3046\u8aac\u660e\u306b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u69cb\u7bc9\u306e\u96e3\u3057\u3055\u3092\u611f\u3058\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/yangyangyang127\/SafeSci\">GitHub &#8211; yangyangyang127\/SafeSci \u00b7 GitHub<\/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":[347,623],"class_list":["post-8308","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-safety","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8308","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=8308"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8308\/revisions"}],"predecessor-version":[{"id":8309,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8308\/revisions\/8309"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}