{"id":1193,"date":"2026-09-09T20:06:18","date_gmt":"2026-09-09T11:06:18","guid":{"rendered":"https:\/\/stratos-research.com\/?p=1193"},"modified":"2026-09-09T20:06:18","modified_gmt":"2026-09-09T11:06:18","slug":"%e5%8d%98%e8%aa%9e%e5%9f%8b%e3%82%81%e8%be%bc%e3%81%bf%e3%81%a8fasttext%e3%81%ab%e3%82%88%e3%82%8b%e3%82%b5%e3%83%96%e3%83%af%e3%83%bc%e3%83%89%e8%a1%a8%e7%8f%be%e3%81%ae%e6%a6%82%e8%a6%81","status":"publish","type":"post","link":"https:\/\/stratos-research.com\/?p=1193","title":{"rendered":"\u5358\u8a9e\u57cb\u3081\u8fbc\u307f\u3068FastText\u306b\u3088\u308b\u30b5\u30d6\u30ef\u30fc\u30c9\u8868\u73fe\u306e\u6982\u8981"},"content":{"rendered":"<h2>\u5358\u8a9e\u57cb\u3081\u8fbc\u307f\u3068\u306f<\/h2>\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u8a18\u53f7\u3067\u306f\u306a\u304f\u6570\u5024\u3067\u51e6\u7406\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001&#8221;cat&#8221; \u3084 &#8220;run&#8221; \u3068\u3044\u3063\u305f\u5358\u8a9e\u3092\u610f\u5473\u3084\u4f7f\u7528\u72b6\u6cc1\u3092\u53cd\u6620\u3057\u305f\u6570\u5024\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3059\u308b\u624b\u6cd5\u304c\u300c\u5358\u8a9e\u57cb\u3081\u8fbc\u307f\u300d\u3067\u3059\u3002\u540c\u3058\u6587\u8108\u3067\u4f7f\u308f\u308c\u308b\u5358\u8a9e\u306f\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u3067\u8fd1\u304f\u306a\u308b\u3088\u3046\u5b66\u7fd2\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>\u5f93\u6765\u306e\u57cb\u3081\u8fbc\u307f\u306e\u8ab2\u984c<\/h2>\n<p>\u6700\u3082\u57fa\u672c\u7684\u306a\u65b9\u6cd5\u306f\u30ef\u30f3\u30db\u30c3\u30c8\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3067\u3059\u304c\u3001\u8a9e\u5f59\u304c\u5897\u3048\u308b\u3068\u6b21\u5143\u304c\u81a8\u5927\u306b\u306a\u308a\u3001\u307b\u3068\u3093\u3069\u30bc\u30ed\u306b\u306a\u308b\u305f\u3081\u30e1\u30e2\u30ea\u3092\u6d6a\u8cbb\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u5358\u8a9e\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u8868\u305b\u305a\u3001\u672a\u5b66\u7fd2\u8a9e\uff08OOV\uff09\u3084\u30bf\u30a4\u30d7\u30df\u30b9\u3001\u5f62\u614b\u7d20\u304c\u8c4a\u5bcc\u306a\u8a00\u8a9e\u3078\u306e\u5bfe\u5fdc\u304c\u56f0\u96e3\u3067\u3059\u3002<\/p>\n<h2>FastText 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\u30d9\u30af\u30c8\u30eb\u3092\u5e73\u5747\u307e\u305f\u306f\u5408\u8a08\u3057\u3066\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>\u30b5\u30d6\u30ef\u30fc\u30c9\u57cb\u3081\u8fbc\u307f\u306e\u5229\u70b9<\/h2>\n<ul>\n<li>\u8a13\u7df4\u30c7\u30fc\u30bf\u306b\u767b\u5834\u3057\u306a\u3044\u5358\u8a9e\u3067\u3082\u3001\u69cb\u6210\u3059\u308b n\u2011gram \u304c\u65e2\u77e5\u306a\u3089\u30d9\u30af\u30c8\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u3002<\/li>\n<li>\u30bf\u30a4\u30d7\u30df\u30b9\u3084\u30b9\u30da\u30eb\u30df\u30b9\u306b\u5bfe\u3057\u3066\u30ed\u30d0\u30b9\u30c8\u3067\u3001\u985e\u4f3c\u3057\u305f n\u2011gram \u3092\u6301\u3064\u8a9e\u306f\u30d9\u30af\u30c8\u30eb\u304c\u8fd1\u304f\u306a\u308b\u3002<\/li>\n<li>\u5f62\u614b\u7d20\u304c\u591a\u69d8\u306a\u8a00\u8a9e\u3067\u3082\u3001\u8a9e\u5e79\u3084\u63a5\u5c3e\u8f9e\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u3067\u9069\u5207\u306b\u8868\u73fe\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<h2>FastText 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\u3067\u3082\u5341\u5206\u3067\u3059\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<ul>\n<li>\u5358\u8a9e\u57cb\u3081\u8fbc\u307f\u306f\u8a9e\u7fa9\u3092\u6570\u5024\u30d9\u30af\u30c8\u30eb\u3067\u8868\u73fe\u3057\u3001\u985e\u4f3c\u5ea6\u8a08\u7b97\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5165\u529b\u306b\u5229\u7528\u3067\u304d\u308b\u3002<\/li>\n<li>\u5f93\u6765\u306e\u57cb\u3081\u8fbc\u307f\u306f OOV \u3084\u30bf\u30a4\u30d7\u30df\u30b9\u306b\u5f31\u3044\u3002<\/li>\n<li>FastText \u306f\u6587\u5b57 n\u2011gram \u306b\u57fa\u3065\u304f\u30b5\u30d6\u30ef\u30fc\u30c9\u57cb\u3081\u8fbc\u307f\u3067\u3001\u672a\u77e5\u8a9e\u3084\u8aa4\u5b57\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3002<\/li>\n<li>\u901f\u5ea6\u3068\u89e3\u91c8\u6027\u306f\u72a0\u7272\u306b\u306a\u308b\u304c\u3001\u30ce\u30a4\u30ba\u304c\u591a\u3044\u30c7\u30fc\u30bf\u3067\u306f\u5f37\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3002<\/li>\n<\/ul>\n<h2>\u5b9f\u8df5\u4f8b<\/h2>\n<p>Python \u306e Gensim \u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u5c0f\u898f\u6a21\u306a FastText \u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3057\u3001\u4e00\u822c\u7684\u306a\u5358\u8a9e\u3001\u7a00\u5c11\u8a9e\u3001\u5b8c\u5168\u306b\u65b0\u3057\u3044\u8a9e\u306e\u30d9\u30af\u30c8\u30eb\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u4f5c\u6210\u3057\u305f\u30d9\u30af\u30c8\u30eb\u3092\u6bd4\u8f03\u3059\u308c\u3070\u3001FastText \u304c\u672a\u5b66\u7fd2\u8a9e\u3092\u3069\u306e\u3088\u3046\u306b\u6271\u3046\u304b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u53c2\u8003\u30ea\u30f3\u30af<\/h2>\n<ul>\n<li>FastText \u306e\u89e3\u8aac\u52d5\u753b<\/li>\n<li>\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08FastText \u57cb\u3081\u8fbc\u307f\uff09<\/li>\n<li>\u30b5\u30d6\u30ef\u30fc\u30c9\u60c5\u5831\u3067\u5358\u8a9e\u30d9\u30af\u30c8\u30eb\u3092\u62e1\u5f35\u3059\u308b\u7814\u7a76\u8ad6\u6587<\/li>\n<li>Kaggle \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\uff1aFastText \u5165\u9580<\/li>\n<\/ul>\n<p class=\"source-link\">\u5143\u8a18\u4e8b: <a href=\"https:\/\/dev.to\/priyeshdave6\/day-14-fasttext-and-subword-embeddings-34ed\" rel=\"noopener noreferrer\">https:\/\/dev.to\/priyeshdave6\/day-14-fasttext-and-subword-embeddings-34ed<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5358\u8a9e\u57cb\u3081\u8fbc\u307f\u3068\u306f \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u8a18\u53f7\u3067\u306f\u306a\u304f [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1194,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_spp_pexels_query":"","_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[2],"tags":[],"class_list":["post-1193","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/stratos-research.com\/wp-content\/uploads\/2026\/09\/painted-1192-rAESHX.webp","_links":{"self":[{"href":"https:\/\/stratos-research.com\/index.php?rest_route=\/wp\/v2\/posts\/1193","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stratos-research.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stratos-research.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stratos-research.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/stratos-research.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1193"}],"version-history":[{"count":0,"href":"https:\/\/stratos-research.com\/index.php?rest_route=\/wp\/v2\/posts\/1193\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stratos-research.com\/index.php?rest_route=\/wp\/v2\/media\/1194"}],"wp:attachment":[{"href":"https:\/\/stratos-research.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1193"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stratos-research.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1193"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stratos-research.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1193"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}