{"id":4258,"date":"2024-01-18T05:25:00","date_gmt":"2024-01-17T20:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4258"},"modified":"2024-01-18T05:25:00","modified_gmt":"2024-01-17T20:25:00","slug":"dialight","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4258","title":{"rendered":"DIALIGHT"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models\u00a0<\/strong>[76.8]<br>DIALIGHT\u306f\u591a\u8a00\u8a9e\u30bf\u30b9\u30af\u6307\u5411\u5bfe\u8a71(ToD)\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3068\u8a55\u4fa1\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3067\u3042\u308b\u3002 \u30ed\u30fc\u30ab\u30eb\u767a\u8a71\u30ec\u30d9\u30eb\u3068\u30b0\u30ed\u30fc\u30d0\u30eb\u5bfe\u8a71\u30ec\u30d9\u30eb\u306e\u4e21\u65b9\u306b\u304a\u3044\u3066\u3001\u4eba\u9593\u306e\u304d\u3081\u7d30\u304b\u3044\u8a55\u4fa1\u306e\u305f\u3081\u306e\u30bb\u30ad\u30e5\u30a2\u3067\u30e6\u30fc\u30b6\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306aWeb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u5099\u3048\u3066\u3044\u308b\u3002 \u8a55\u4fa1\u306e\u7d50\u679c, PLM\u306e\u5fae\u8abf\u6574\u306b\u3088\u308a\u7cbe\u5ea6\u3068\u30b3\u30d2\u30fc\u30ec\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u4e00\u65b9, LLM\u30d9\u30fc\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u591a\u69d8\u3067\u985e\u4f3c\u3057\u305f\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u306e\u306b\u512a\u308c\u3066\u3044\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.02208v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.02208v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 4 Jan 2024 11:27:48 GMT)<\/li>\n\n\n\n<li>\u591a\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u305f\u30bf\u30b9\u30af\u5fd7\u5411\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u306e\u63d0\u6848\u3002PLM\u306efine tuning\u3001ICL\u306b\u5bfe\u5fdc\u3002mT5 + fine tuning\u304cGPT-3.5 + In-context learning\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u591a\u3044\u306e\u304c\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306fhttps:\/\/github.com\/cambridgeltl\/e2e_tod_toolkit\u3060\u304c\u73fe\u6642\u70b9\u3067\u306fNotFound<\/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":[223,570],"class_list":["post-4258","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-570"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4258","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=4258"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4258\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4258"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4258"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4258"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}