{"id":8300,"date":"2026-03-13T03:37:00","date_gmt":"2026-03-12T18:37:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8300"},"modified":"2026-03-07T15:39:24","modified_gmt":"2026-03-07T06:39:24","slug":"model-editing-for-new-document-integration-in-generative-information-retrieval","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8300","title":{"rendered":"Model Editing for New Document Integration in Generative Information Retrieval"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Model Editing for New Document Integration in Generative Information Retrieval\u00a0<\/strong>[110.9]<br>\u751f\u6210\u691c\u7d22(GR)\u306f\u6587\u66f8\u8b58\u5225\u5b50(docID)\u306e\u751f\u6210\u3068\u3057\u3066\u60c5\u5831\u691c\u7d22(IR)\u30bf\u30b9\u30af\u3092\u518d\u69cb\u6210\u3059\u308b \u65e2\u5b58\u306eGR\u30e2\u30c7\u30eb\u306f\u3001\u65b0\u305f\u306b\u8ffd\u52a0\u3055\u308c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u306e\u4e00\u822c\u5316\u304c\u4e0d\u5341\u5206\u3067\u3001\u3057\u3070\u3057\u3070\u6b63\u3057\u3044\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8ID\u3092\u751f\u6210\u3067\u304d\u306a\u3044\u3002 DOME\u306f,GR\u30e2\u30c7\u30eb\u3092\u975e\u8868\u793a\u6587\u66f8\u306b\u52b9\u679c\u7684\u304b\u3064\u52b9\u7387\u7684\u306b\u9069\u5fdc\u3059\u308b\u65b0\u3057\u3044\u624b\u6cd5\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2603.02773v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2603.02773v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 03 Mar 2026 09:13:38 GMT)<\/li>\n\n\n\n<li>Generative retrieval\u306e\u305f\u3081\u306eModel Editing\u3001\u300cIn this work, we have identified that the decoder\u2019s failure to learn precise docID mappings is the key obstacle in adapting generative retrieval models to new documents. To address this, we have introduced DOME, a GR-specific model-editing framework with a hybrid-label adaptive training strategy that produces discriminative and precise updates to critical decoder layers.\u300d\u3068\u306e\u3053\u3068\u3002\u8003\u3048\u65b9\u81ea\u4f53\u304c\u3068\u3066\u3082\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/zhangzhen-research\/DOME\">GitHub &#8211; zhangzhen-research\/DOME \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":[116,201,254],"class_list":["post-8300","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-document-retrieval","tag-information-retrieval","tag-model-editing"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8300","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=8300"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8300\/revisions"}],"predecessor-version":[{"id":8301,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8300\/revisions\/8301"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8300"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8300"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8300"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}