{"id":3036,"date":"2023-03-15T06:37:00","date_gmt":"2023-03-14T21:37:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3036"},"modified":"2023-03-15T06:37:00","modified_gmt":"2023-03-14T21:37:00","slug":"openicl","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3036","title":{"rendered":"OpenICL"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>OpenICL: An Open-Source Framework for In-context Learning&nbsp;<\/strong>[48.8]<br>In-context Learning (ICL) \u3068\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u8a55\u4fa1\u306e\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8 OpenICL \u3092\u7d39\u4ecb\u3059\u308b\u3002 OpenICL\u306f\u3001\u30e6\u30fc\u30b6\u304c\u81ea\u5206\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7c21\u5358\u306b\u7d44\u307f\u5408\u308f\u305b\u3089\u308c\u308b\u3088\u3046\u306b\u3001\u975e\u5e38\u306b\u67d4\u8edf\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u7814\u7a76\u306b\u89aa\u3057\u307f\u3084\u3059\u3044\u3002 OpenICL\u306e\u6709\u52b9\u6027\u306f\u3001\u5206\u985e\u3001QA\u3001\u6a5f\u68b0\u7ffb\u8a33\u3001\u610f\u5473\u89e3\u6790\u3092\u542b\u3080\u5e45\u5e83\u3044NLP\u30bf\u30b9\u30af\u3067\u691c\u8a3c\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2303.02913v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2303.02913v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 6 Mar 2023 06:20:25 GMT)<\/li>\n\n\n\n<li>OSS(Apache-2)\u306eIn-context Learning\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/li>\n\n\n\n<li>\u69d8\u3005\u306aRetriever\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5185\u306e\u30b5\u30f3\u30d7\u30eb\u53d6\u5f97\uff09\u3068Inferencer\uff08LM\u3068\u306e\u3084\u308a\u53d6\u308a\u3084\u6700\u7d42\u7684\u306a\u56de\u7b54\u3001chain-of-thought\u3084selection-inference\u306b\u3082\u5bfe\u5fdc\uff09\u3092\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Shark-NLP\/OpenICL\">GitHub &#8211; Shark-NLP\/OpenICL: OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.<\/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":[200],"class_list":["post-3036","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-in-context-learning"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3036","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=3036"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3036\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3036"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3036"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3036"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}