{"id":4050,"date":"2023-11-13T05:53:00","date_gmt":"2023-11-12T20:53:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4050"},"modified":"2023-11-13T05:53:00","modified_gmt":"2023-11-12T20:53:00","slug":"pasta-post-hoc-attention-steering-for-llms","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4050","title":{"rendered":"PASTA: Post-hoc Attention Steering for LLMs"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs\u00a0<\/strong>[84.0]<br>PASTA\u306f\u3001\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u30e6\u30fc\u30b6\u30fc\u304c\u6307\u5b9a\u3057\u305f\u5f37\u8abf\u30de\u30fc\u30af\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u8aad\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u65b9\u6cd5\u3067\u3042\u308b\u3002 LLM\u306e\u30e6\u30fc\u30b6\u547d\u4ee4\u306b\u5f93\u3046\u80fd\u529b\u3092\u5927\u5e45\u306b\u5f37\u5316\u3057\u305f\u308a\u3001\u30e6\u30fc\u30b6\u5165\u529b\u304b\u3089\u65b0\u305f\u306a\u77e5\u8b58\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2311.02262v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2311.02262v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 3 Nov 2023 22:56:43 GMT)<\/li>\n\n\n\n<li>\u659c\u4f53\u3084\u592a\u5b57\u306a\u3069LLM\u3092\u5354\u8abf\u66f8\u4f53\u3078\u5bfe\u5fdc\u3055\u305b\u308b\u65b9\u6cd5\u306e\u63d0\u6848\u3002Post hoc\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067fine tuning\u306e\u3088\u3046\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u66f4\u65b0\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u304c\u7279\u5fb4\u7684\u3002\u52b9\u679c\u306f\u9ad8\u3044\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/QingruZhang\/PASTA\">GitHub &#8211; QingruZhang\/PASTA: PASTA: Post-hoc Attention Steering for LLMs<\/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":[223],"class_list":["post-4050","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4050","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=4050"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4050\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4050"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4050"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4050"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}