{"id":7744,"date":"2025-11-20T05:01:00","date_gmt":"2025-11-19T20:01:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7744"},"modified":"2025-11-08T23:05:55","modified_gmt":"2025-11-08T14:05:55","slug":"a-survey-on-deep-text-hashing-efficient-semantic-text-retrieval-with-binary-representation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7744","title":{"rendered":"A Survey on Deep Text Hashing: Efficient Semantic Text Retrieval with Binary Representation\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey on Deep Text Hashing: Efficient Semantic Text Retrieval with Binary Representation\u00a0<\/strong>[69.5]<br>\u30c6\u30ad\u30b9\u30c8\u30cf\u30c3\u30b7\u30e5\u306f\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u30d0\u30a4\u30ca\u30ea\u30cf\u30c3\u30b7\u30e5\u30b3\u30fc\u30c9\u306b\u6295\u5f71\u3059\u308b\u3002 \u30c7\u30a3\u30fc\u30d7\u30c6\u30ad\u30b9\u30c8\u30cf\u30c3\u30b7\u30e5\u306f\u3001\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30cf\u30c3\u30b7\u30e5\u6280\u8853\u3088\u308a\u3082\u5927\u304d\u306a\u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u672c\u8abf\u67fb\u3067\u306f, \u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306b\u57fa\u3065\u3044\u3066\u5206\u985e\u3059\u308b\u3053\u3068\u3067, \u73fe\u5728\u306e\u6df1\u5c64\u30c6\u30ad\u30b9\u30c8\u30cf\u30c3\u30b7\u30e5\u6cd5\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.27232v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.27232v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 31 Oct 2025 06:51:37 GMT)<\/li>\n\n\n\n<li>\u300cIn this survey, we offer a comprehensive review of the literature on deep text hashing. We begin by systematically categorizing various approaches based on two key aspects emphasized by current deep text hashing models: semantic extraction and hash code quality. Subsequently, we present performance evaluation results on several widely used benchmark datasets and summarize the prevailing directions of application.\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/hly1998\/DeepTextHashing\">GitHub &#8211; hly1998\/DeepTextHashing: The Python implementation of some deep text hashing (also called deep semantic hashing) Models<\/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":[124,387],"class_list":["post-7744","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-embedding","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7744","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=7744"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7744\/revisions"}],"predecessor-version":[{"id":7745,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7744\/revisions\/7745"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7744"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7744"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7744"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}