{"id":4433,"date":"2024-02-22T04:45:00","date_gmt":"2024-02-21T19:45:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4433"},"modified":"2024-02-22T04:45:00","modified_gmt":"2024-02-21T19:45:00","slug":"diffusion-of-thoughts","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4433","title":{"rendered":"Diffusion of Thoughts"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models\u00a0<\/strong>[98.5]<br>Diffusion-of-Thought (DoT) \u306f\u3001\u62e1\u6563\u904e\u7a0b\u3092\u901a\u3058\u3066\u6642\u9593\u3068\u3068\u3082\u306b\u62e1\u6563\u3059\u308b\u63a8\u8ad6\u30b9\u30c6\u30c3\u30d7\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c,\u30de\u30eb\u30c1\u6841\u4e57\u7b97\u3068\u5c0f\u5b66\u6821\u6570\u5b66\u306b\u304a\u3051\u308b DoT \u306e\u6709\u52b9\u6027\u304c\u793a\u3055\u308c\u305f\u3002 DoT\u306f\u3001\u81ea\u5df1\u6574\u5408\u6027\u5fa9\u53f7\u5316\u306e\u3088\u3046\u306a\u65e2\u5b58\u306e\u63a8\u8ad6\u30a8\u30f3\u30cf\u30f3\u30b9\u6280\u8853\u306b\u3088\u308b\u6709\u671b\u306a\u81ea\u5df1\u88dc\u6b63\u80fd\u529b\u3068\u30e1\u30ea\u30c3\u30c8\u3092\u7d39\u4ecb\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.07754v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.07754v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 12 Feb 2024 16:23:28 GMT)<\/li>\n\n\n\n<li>CoT\u306e\u6539\u5584\u306b\u62e1\u6563\u30e2\u30c7\u30eb\u3092\u4f7f\u304a\u3046\u3068\u3059\u308b\u53d6\u308a\u7d44\u307f\u3002implict CoT\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3002\u9762\u767d\u3044\u53d6\u308a\u7d44\u307f\u3067\u3042\u308b\u4e00\u65b9\u300cA notable limitation of DoT is its requirement for additional training to achieve accurate reasoning.\u300d\u3068\u3042\u308b\u901a\u308a\u3001\u3053\u306e\u6761\u4ef6\u4e0b\u3060\u3068\u6bd4\u8f03\u304c\u3067\u304d\u3066\u3044\u308b\u306e\u304b\u306f\u3084\u3084\u7591\u554f\u3002\u6c4e\u7528\u7684\u306a\u3082\u306e\u3092\u4f5c\u308c\u308b\u3093\u3060\u308d\u3046\u304b\u3002\u3002\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/HKUNLP\/diffusion-of-thoughts\">HKUNLP\/diffusion-of-thoughts (github.com)<\/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":[114,450],"class_list":["post-4433","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-diffusion-model","tag-x-of-thought"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4433","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=4433"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4433\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}