{"id":4137,"date":"2023-12-12T05:49:00","date_gmt":"2023-12-11T20:49:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4137"},"modified":"2023-12-12T05:49:00","modified_gmt":"2023-12-11T20:49:00","slug":"creative-leap-of-thought","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4137","title":{"rendered":"Creative Leap-of-Thought"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Let&#8217;s Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation\u00a0<\/strong>[100.9]<br>Chain-of-Thought(CoT)\u306f\u3001\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u63a8\u8ad6\u3057\u3001\u305d\u306e\u8ad6\u7406\u7684\u63a8\u8ad6\u80fd\u529b\u3092\u52d5\u6a5f\u4ed8\u3051\u308b\u3002 \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306b\u304a\u3051\u308bLeap-of-Thought(LoT)\u80fd\u529b\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 LoT\u306f\u3001\u5f37\u3044\u7d50\u3073\u3064\u304d\u3068\u77e5\u8b58\u306e\u98db\u8e8d\u3092\u542b\u3080\u3001\u30b7\u30fc\u30af\u30a8\u30f3\u30b7\u30e3\u30eb\u3067\u5275\u9020\u7684\u306a\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2312.02439v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2312.02439v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 6 Dec 2023 03:20:29 GMT)<\/li>\n\n\n\n<li>\u300cWhile effective for logical tasks, CoT is not conducive to creative problem-solving which often requires out-of-box thoughts and is crucial for innovation advancements.\u300d\u306e\u89e3\u6c7a\u306e\u305f\u3081\u00a0instruction tuning\u00a0\u306b\u5927\u559c\u5229\u30c7\u30fc\u30bf\u3092\u4f7f\u3046\u306a\u3069\u975e\u5e38\u306b\u9762\u767d\u3044\u5185\u5bb9\u3002\u4eba\u9593\u306e\u8a55\u4fa1\u306b\u3088\u3063\u3066\u52b9\u679c\u3092\u78ba\u8a8d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/sail-sg\/CLoT\">GitHub &#8211; sail-sg\/CLoT: Official Codebase of our Paper: &#8220;Let&#8217;s Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation&#8221;<\/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":[59,450],"class_list":["post-4137","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-x-of-thought"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4137","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=4137"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4137\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4137"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4137"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4137"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}