{"id":4415,"date":"2024-02-14T05:36:00","date_gmt":"2024-02-13T20:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4415"},"modified":"2024-02-14T05:36:00","modified_gmt":"2024-02-13T20:36:00","slug":"multi-lingual-text-embeddings","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4415","title":{"rendered":"Multi-Lingual Text Embeddings"},"content":{"rendered":"\n<p>\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u57cb\u3081\u8fbc\u307f\u306b\u3064\u3044\u30662\u3064\u5831\u544a\u304c\u51fa\u3066\u3044\u305f\u30021\u3064\u76ee\u306f\u9ad8\u6027\u80fd\u3068\u8a71\u984c\u306eE5\u3001\u3082\u30461\u3064\u306fBAAI\u306e\u30e2\u30c7\u30eb\u3067\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u4e0a\u306fE5\u4ee5\u4e0a\u306e\u6027\u80fd\u306e\u3088\u3046\u306b\u898b\u3048\u308b\u3002\u3044\u305a\u308c\u3082\u30aa\u30fc\u30d7\u30f3\u306a\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u3088\u3046\u3067\u4f7f\u3044\u3084\u3059\u305d\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Multilingual E5 Text Embeddings: A Technical Report\u00a0<\/strong>[63.5]<br>\u7570\u306a\u308b\u30b5\u30a4\u30ba\u306e3\u3064\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u63a8\u8ad6\u52b9\u7387\u3068\u57cb\u3081\u8fbc\u307f\u54c1\u8cea\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u305d\u3053\u3067\u6211\u3005\u306f,\u65b0\u3057\u3044\u547d\u4ee4\u8abf\u6574\u578b\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u5c0e\u5165\u3057,\u305d\u306e\u6027\u80fd\u306f\u985e\u4f3c\u30b5\u30a4\u30ba\u306e\u6700\u5148\u7aef\u306e\u82f1\u8a9e\u306e\u307f\u306e\u30e2\u30c7\u30eb\u3068\u540c\u7b49\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.05672v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.05672v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 8 Feb 2024 13:47:50 GMT)<\/li>\n\n\n\n<li>\u9ad8\u6027\u80fd\u3068\u8a71\u984c\u3067OpenAI\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306e\u5225\u306e\u9078\u629e\u80a2\u3068\u3057\u3066\u3082\u6709\u540d\u306a\u624b\u6cd5\u306e\u30c6\u30af\u30cb\u30ab\u30eb\u30ec\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/microsoft\/unilm\/tree\/master\/e5\">unilm\/e5 at master \u00b7 microsoft\/unilm (github.com)<\/a>\u3001\u30e2\u30c7\u30eb\u306f<a href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-base\">intfloat\/multilingual-e5-base \u00b7 Hugging Face<\/a>\u306a\u3069<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation\u00a0<\/strong>[28.2]<br>\u672c\u7a3f\u3067\u306f,M3-Embedding\u3068\u547c\u3070\u308c\u308b\u65b0\u3057\u3044\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u63d0\u6848\u3059\u308b\u3002 100\u4ee5\u4e0a\u306e\u4f5c\u696d\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u591a\u8a00\u8a9e\u304a\u3088\u3073\u591a\u8a00\u8a9e\u691c\u7d22\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u6700\u5148\u7aef\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u65b0\u305f\u306b\u5411\u4e0a\u3059\u308b\u3002 M3-Embedding\u306f\u3001\u77ed\u3044\u6587\u304b\u3089\u6700\u59278192\u30c8\u30fc\u30af\u30f3\u306e\u9577\u3044\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u7c92\u5ea6\u306e\u5165\u529b\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.03216v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.03216v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 5 Feb 2024 17:26:49 GMT)<\/li>\n\n\n\n<li>BAAI\u306b\u3088\u308b\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3002E5\u3088\u308a\u6027\u80fd\u304c\u9ad8\u3044\u3068\u4e3b\u5f35\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/FlagOpen\/FlagEmbedding\">FlagOpen\/FlagEmbedding: Dense Retrieval and Retrieval-augmented LLMs (github.com)<\/a>\u30e2\u30c7\u30eb\u306f<a href=\"https:\/\/huggingface.co\/BAAI\/bge-m3\">BAAI\/bge-m3 \u00b7 Hugging Face<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u306a\u30c6\u30ad\u30b9\u30c8\u306e\u57cb\u3081\u8fbc\u307f\u306b\u3064\u3044\u30662\u3064\u5831\u544a\u304c\u51fa\u3066\u3044\u305f\u30021\u3064\u76ee\u306f\u9ad8\u6027\u80fd\u3068\u8a71\u984c\u306eE5\u3001\u3082\u30461\u3064\u306fBAAI\u306e\u30e2\u30c7\u30eb\u3067\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u4e0a\u306fE5\u4ee5\u4e0a\u306e\u6027\u80fd\u306e\u3088\u3046\u306b\u898b\u3048\u308b\u3002\u3044\u305a\u308c\u3082\u30aa\u30fc\u30d7\u30f3\u306a\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u3088\u3046\u3067\u4f7f\u3044\u3084\u3059\u305d\u3046\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[124,267],"class_list":["post-4415","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-embedding","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4415","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=4415"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4415\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4415"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4415"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4415"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}