{"id":3577,"date":"2023-07-18T05:33:00","date_gmt":"2023-07-17T20:33:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3577"},"modified":"2023-07-18T05:33:00","modified_gmt":"2023-07-17T20:33:00","slug":"tim-teaching-large-language-models-to-translate-with-comparison","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3577","title":{"rendered":"TIM: Teaching Large Language Models to Translate with Comparison"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TIM: Teaching Large Language Models to Translate with Comparison\u00a0<\/strong>[52.8]<br>\u672c\u7a3f\u3067\u306f,LLM\u306b\u7ffb\u8a33\u5b66\u7fd2\u3092\u6559\u3048\u308b\u305f\u3081\u306b,\u30b5\u30f3\u30d7\u30eb\u3092\u7528\u3044\u305f\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u6211\u3005\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u6b63\u3057\u3044\u7ffb\u8a33\u4f8b\u3068\u9593\u9055\u3063\u305f\u7ffb\u8a33\u4f8b\u3092\u30e2\u30c7\u30eb\u306b\u63d0\u793a\u3057\u3001\u597d\u307f\u306e\u640d\u5931\u3092\u4f7f\u3063\u3066\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3092\u30ac\u30a4\u30c9\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u672c\u7814\u7a76\u306f,\u7ffb\u8a33\u30bf\u30b9\u30af\u306e\u305f\u3081\u306e\u5fae\u8abf\u6574LDM\u306e\u65b0\u3057\u3044\u8996\u70b9\u3092\u63d0\u4f9b\u3057,\u9ad8\u54c1\u8cea\u306a\u7ffb\u8a33\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u6709\u671b\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2307.04408v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2307.04408v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 10 Jul 2023 08:15:40 GMT)<\/li>\n\n\n\n<li>\u6b63\u3057\u3044\u7ffb\u8a33\u3068\u9593\u9055\u3063\u305f\u7ffb\u8a33\u9593\u306epreference loss\u00a0\u3092\u5c0e\u5165\u3057\u3066LLM\u306e\u7ffb\u8a33\u6027\u80fd\u3092\u4e0a\u3052\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3002\u901a\u5e38\u306efine tuning\u306b\u304f\u3089\u3079\u512a\u308c\u305f\u6027\u80fd\u3092\u767a\u63ee\u3002\u65b0\u305f\u306a\u8a00\u8a9e\u3078\u306eZero-shot Translation\u80fd\u529b\u3082\u5411\u4e0a\u3057\u3066\u3044\u308b\u70b9\u3082\u8208\u5473\u6df1\u3044\u3002\u4ed6\u306e\u30bf\u30b9\u30af\u306e\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u6027\u80fd\u3078\u306e\u5f71\u97ff\u3082\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/lemon0830\/TIM\">GitHub &#8211; lemon0830\/TIM: code for Teaching LM to Translate with Comparison<\/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":[223,602],"class_list":["post-3577","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-602"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3577","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=3577"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3577\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3577"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}