{"id":6108,"date":"2025-01-27T04:30:00","date_gmt":"2025-01-26T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6108"},"modified":"2025-01-27T04:30:00","modified_gmt":"2025-01-26T19:30:00","slug":"generative-retrieval-for-book-search","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6108","title":{"rendered":"Generative Retrieval for Book search"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Generative Retrieval for Book search\u00a0<\/strong>[106.7]<br>\u66f8\u7c4d\u691c\u7d22\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u751f\u6210\u691c\u7d22\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u30c7\u30fc\u30bf\u62e1\u5f35\u3068\u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u6307\u5411\u306e\u66f8\u7c4d\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e2\u3064\u306e\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u3042\u308b\u3002 \u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u306aBaidu\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5b9f\u9a13\u3067\u306f\u3001GBS\u304c\u5f37\u529b\u306a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u4e0a\u56de\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.11034v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.11034v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 19 Jan 2025 12:57:13 GMT)<\/li>\n\n\n\n<li>\u300cWe have introduced and evaluated GBS, a generative retrieval framework designed specifically for book search.\u300d\u3068\u3042\u308b\u901a\u308a\u3001\u696d\u52d9\u306b\u7279\u5316\u3055\u308c\u305f\u691c\u7d22\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u554f\u984c\u306e\u5206\u5272\u65b9\u91dd\u3068\u53d6\u308a\u6271\u3044\u306e\u65b9\u91dd\u304c\u52c9\u5f37\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li>\u3053\u306e\u8ad6\u6587\u306e\u56f3\uff11\u306f\u300cBooks mainly consist of three types of information: (1) metadata, which includes details like the title, author, and publisher; (2) the main text, which constitutes the core content of the book; and (3) the outline, which shows the hierarchical structure and relationships between the chapters and sections.\u300d\u3067\u3042\u308b\u304c\u3001\u5bfe\u8c61\u3092\u3069\u3046\u898b\u308b\u304b\u3068\u3044\u3046\u306e\u306fLLM\u5168\u76db\u306e\u4eca\u306b\u304a\u3044\u3066\u3082\u3001\u975e\u5e38\u306b\u91cd\u8981\u3002<\/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":[600],"class_list":["post-6108","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-600"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6108","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=6108"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6108\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6108"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6108"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}