{"id":6315,"date":"2025-02-27T04:50:00","date_gmt":"2025-02-26T19:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6315"},"modified":"2025-02-27T04:50:00","modified_gmt":"2025-02-26T19:50:00","slug":"exploring-translation-mechanism-of-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6315","title":{"rendered":"Exploring Translation Mechanism of Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Exploring Translation Mechanism of Large Language Models\u00a0<\/strong>[23.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u591a\u8a00\u8a9e\u7ffb\u8a33\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u8457\u3057\u304f\u6210\u529f\u3057\u3066\u3044\u308b\u3002 \u672c\u7814\u7a76\u3067\u306f,\u8a08\u7b97\u6210\u5206\u306e\u89b3\u70b9\u304b\u3089,LLM\u306e\u7ffb\u8a33\u6a5f\u69cb\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2502.11806v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2502.11806v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 17 Feb 2025 13:50:29 GMT)<\/li>\n\n\n\n<li>LLM\u3092\u7528\u3044\u305f\u7ffb\u8a33\u306e\u89e3\u6790\u3002\u300ctranslation is predominantly facilitated by a sparse subset of specialized attention heads (less than 5%), which extract source language, indicator, and positional features.  MLPs subsequently integrate and process these features by transiting towards English-centric latent representations.\u300d\u3068\u306e\u3053\u3068\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":[602],"class_list":["post-6315","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-602"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6315","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=6315"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6315\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6315"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6315"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6315"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}