{"id":6908,"date":"2025-06-20T05:54:00","date_gmt":"2025-06-19T20:54:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6908"},"modified":"2025-06-14T20:59:03","modified_gmt":"2025-06-14T11:59:03","slug":"counterfactual-reasoning-an-analysis-of-in-context-emergence","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6908","title":{"rendered":"Counterfactual reasoning: an analysis of in-context emergence"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Counterfactual reasoning: an analysis of in-context emergence\u00a0<\/strong>[49.6]<br>\u5927\u898f\u6a21\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb(LM)\u306f\u3001\u6587\u8108\u5185\u5b66\u7fd2\u306b\u304a\u3044\u3066\u9855\u8457\u306a\u6027\u80fd\u3092\u793a\u3059\u3002 \u3053\u306e\u7814\u7a76\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u6587\u8108\u5185\u5bfe\u5b9f\u7684\u63a8\u8ad6\u3001\u3059\u306a\u308f\u3061\u4eee\u8aac\u7684\u30b7\u30ca\u30ea\u30aa\u306e\u4e0b\u3067\u306e\u5909\u5316\u306e\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3092\u7814\u7a76\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.05188v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.05188v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 05 Jun 2025 16:02:07 GMT)<\/li>\n\n\n\n<li>\u300cwe provide insights into how in-context counterfactual reasoning is equivalent to transformations on in-context observations (Lemma 1). \u300d\u3001\u300c we empirically show that language models can perform in-context counterfactual reasoning\u300d\u3068\u306e\u3053\u3068\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":[684,200],"class_list":["post-6908","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-counterfactual","tag-in-context-learning"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6908","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=6908"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6908\/revisions"}],"predecessor-version":[{"id":6909,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6908\/revisions\/6909"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6908"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6908"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6908"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}