{"id":5642,"date":"2024-10-21T05:20:00","date_gmt":"2024-10-20T20:20:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5642"},"modified":"2024-10-21T05:20:00","modified_gmt":"2024-10-20T20:20:00","slug":"bento-benchmark-task-reduction-with-in-context-transferability","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5642","title":{"rendered":"BenTo: Benchmark Task Reduction with In-Context Transferability"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>BenTo: Benchmark Task Reduction with In-Context Transferability\u00a0<\/strong>[32.6]<br>\u672c\u7a3f\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u4f7f\u7528\u3059\u308b\u30bf\u30b9\u30af\u3092\u52b9\u7387\u7684\u306b\u524a\u6e1b\u3059\u308b\u65b9\u6cd5\u3092\u691c\u8a0e\u3059\u308b\u3002 In-context Learning (ICL) \u306b\u3088\u308b2\u3064\u306e\u30bf\u30b9\u30af\u9593\u306e\u4f1d\u9054\u53ef\u80fd\u6027\u3092\u63a8\u5b9a\u3059\u308b\u5b9f\u7528\u7684\u306a\u6307\u6a19\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.13804v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.13804v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 17 Oct 2024 17:41:15 GMT)<\/li>\n\n\n\n<li>\u8a55\u4fa1\u304c\u96e3\u3057\u3044LLM\u8a55\u4fa1\u7528\u306e\u30bf\u30b9\u30af\u3092\u52b9\u7387\u7684\u306b\u524a\u6e1b\u3059\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3002<strong>Ben<\/strong>chmark <strong>T<\/strong>ask reducti<strong>O<\/strong>n (BENTO)\u306f\u7121\u7406\u304c\u3042\u308b\u306e\u3067\u306f\u3001\u3001\u3001\u3068\u601d\u308f\u306a\u304f\u306f\u306a\u3044\u304c\u3068\u3066\u3082\u9762\u767d\u3044\u7814\u7a76\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/tianyi-lab\/bento\">GitHub &#8211; tianyi-lab\/BenTo: Code for &#8220;BENTO: benchmark reduction with in-context learning transferability&#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":[397],"class_list":["post-5642","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-task-reduction"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5642","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=5642"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5642\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}