{"id":8147,"date":"2026-01-28T05:13:00","date_gmt":"2026-01-27T20:13:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8147"},"modified":"2026-01-25T09:41:20","modified_gmt":"2026-01-25T00:41:20","slug":"yufeng-xguard-a-reasoning-centric-interpretable-and-flexible-guardrail-model-for-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8147","title":{"rendered":"YuFeng-XGuard: A Reasoning-Centric, Interpretable, and Flexible Guardrail Model for Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>YuFeng-XGuard: A Reasoning-Centric, Interpretable, and Flexible Guardrail Model for Large Language Models&nbsp;<\/strong>[36.1]<br>\u6211\u3005\u306fYuFeng-XGuard\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002YuFeng-XGuard\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u305f\u3081\u306e\u8ad6\u7406\u4e2d\u5fc3\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 YuFeng-XGuard\u306f\u4e0d\u900f\u660e\u306a\u4e8c\u9805\u5224\u5b9a\u3092\u751f\u6210\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u660e\u78ba\u306a\u30ea\u30b9\u30af\u30ab\u30c6\u30b4\u30ea\u3084\u4fe1\u983c\u6027\u30b9\u30b3\u30a2\u3092\u542b\u3080\u69cb\u9020\u5316\u3055\u308c\u305f\u30ea\u30b9\u30af\u4e88\u6e2c\u3092\u751f\u6210\u3059\u308b\u3002 \u30ea\u30b9\u30af\u8a8d\u8b58\u3092\u653f\u7b56\u57f7\u884c\u304b\u3089\u5207\u308a\u96e2\u3059\u52d5\u7684\u653f\u7b56\u6a5f\u69cb\u3092\u5c0e\u5165\u3057\u3001\u30e2\u30c7\u30eb\u306e\u518d\u8a13\u7df4\u306a\u3057\u306b\u5b89\u5168\u653f\u7b56\u3092\u8abf\u6574\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2601.15588v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2601.15588v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 22 Jan 2026 02:23:18 GMT)<\/li>\n\n\n\n<li>\u300cInstead of producing opaque binary judgments, YuFeng-XGuard generates structured risk predictions, including explicit risk categories and configurable confidence scores, accompanied by natural language explanations that expose the underlying reasoning process.\u300d\u3068\u8a73\u7d30\u3092\u51fa\u3057\u3066\u304f\u308c\u308b\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3002<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u306f<a href=\"https:\/\/huggingface.co\/Alibaba-AAIG\/YuFeng-XGuard-Reason-8B\">Alibaba-AAIG\/YuFeng-XGuard-Reason-8B \u00b7 Hugging Face<\/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":[699],"class_list":["post-8147","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-guard"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8147","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=8147"}],"version-history":[{"count":3,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8147\/revisions"}],"predecessor-version":[{"id":8157,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8147\/revisions\/8157"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8147"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8147"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8147"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}