{"id":3891,"date":"2023-10-05T05:41:00","date_gmt":"2023-10-04T20:41:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3891"},"modified":"2023-10-05T05:41:00","modified_gmt":"2023-10-04T20:41:00","slug":"kict-knowledgeable-incontext-tuning-framework","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3891","title":{"rendered":"KICT: Knowledgeable InContext Tuning framework"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Boosting In-Context Learning with Factual Knowledge\u00a0<\/strong>[39.9]<br>In-Context Learning (ICL) over Large Language Model (LLMs) \u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4f8b\u3092\u6761\u4ef6\u306b\u3001\u3053\u308c\u307e\u3067\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u30bf\u30b9\u30af\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f\u30013\u3064\u306e\u4e2d\u6838\u9762\u306b\u304a\u3051\u308bICL\u306e\u6027\u80fd\u306bfactual knowledge\u304c\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3059\u308b\u3002 In-Context Tuning (KICT) \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5c0e\u5165\u3057,ICL\u306e\u6027\u80fd\u5411\u4e0a\u3092\u56f3\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.14771v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.14771v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 26 Sep 2023 09:06:39 GMT)<\/li>\n\n\n\n<li>ICL\u306e\u6027\u80fd\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u308b\u65b0\u3057\u3044\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848<\/li>\n\n\n\n<li>In context learning\u306f\u5f37\u529b\u3067\u3042\u308b\u306e\u3067\u3001\u3053\u306e\u3088\u3046\u306a\u7814\u7a76\u306e\u65b9\u5411\u6027\u3082\u6709\u671b\u3060\u3068\u601d\u3046\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":[200,223],"class_list":["post-3891","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-in-context-learning","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3891","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=3891"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3891\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3891"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3891"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3891"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}