{"id":7450,"date":"2025-09-18T07:32:00","date_gmt":"2025-09-17T22:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7450"},"modified":"2025-09-14T10:35:06","modified_gmt":"2025-09-14T01:35:06","slug":"entropy2vec-crosslingual-language-modeling-entropy-as-end-to-end-learnable-language-representations","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7450","title":{"rendered":"Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations\u00a0<\/strong>[33.5]<br>\u5358\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3092\u5229\u7528\u3057\u3066\u8a00\u8a9e\u9593\u8868\u73fe\u3092\u5c0e\u51fa\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bEntropy2Vec\u3092\u7d39\u4ecb\u3059\u308b\u3002 \u4e00\u3064\u306e\u8a00\u8a9e\u3067\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u305d\u306e\u4e88\u6e2c\u306e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306f\u4ed6\u306e\u8a00\u8a9e\u3068\u69cb\u9020\u7684\u985e\u4f3c\u6027\u3092\u53cd\u6620\u3057\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3059\u308b\u3002 \u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u7570\u306a\u308b\u6642\u9593\u67a0\u306b\u9069\u5fdc\u3057\u3001\u6b20\u843d\u3057\u305f\u5024\u306e\u306a\u3044\u3001\u5bc6\u96c6\u3057\u305f\u975e\u30b9\u30d1\u30fc\u30b9\u306a\u8a00\u8a9e\u57cb\u3081\u8fbc\u307f\u3092\u3082\u305f\u3089\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2509.05060v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2509.05060v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 05 Sep 2025 12:40:31 GMT)<\/li>\n\n\n\n<li>\u300cTROPY2VEC, a framework that derives language representations based on the entropy of monolingual language models (LMs). Entropy, a measure of uncertainty in information theory, reflects the predictability of a language\u2019s structure.\u300d\u3068\u3044\u3046\u9762\u767d\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\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":[4],"class_list":["post-7450","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-2vec"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7450","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=7450"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7450\/revisions"}],"predecessor-version":[{"id":7451,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7450\/revisions\/7451"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}