{"id":1454,"date":"2025-12-31T10:56:00","date_gmt":"2025-12-31T10:56:00","guid":{"rendered":"https:\/\/intellexus.net\/?p=1454"},"modified":"2026-03-24T08:05:28","modified_gmt":"2026-03-24T08:05:28","slug":"not-just-a-piece-of-cake-cross-lingual-fine-tuning-for-idiom-identification","status":"publish","type":"post","link":"https:\/\/intellexus.net\/index.php\/2025\/12\/31\/not-just-a-piece-of-cake-cross-lingual-fine-tuning-for-idiom-identification\/","title":{"rendered":"\u201cNot Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification\u201d"},"content":{"rendered":"\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\"><br>Ofri Hefetz, Kai Golan Hashiloni, Alon Mannor, Kfir Bar, 2025.<\/p>\n\n\n\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\">This project examined cross-lingual fine-tuning strategies for identifying idioms in low-resource settings, analyzing how different model architectures can learn and transfer figurative language knowledge across languages. Explainability methods clarified how idiomatic meaning is encoded within models at multiple layers.<\/p>\n\n\n\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\"><br><a href=\"https:\/\/aclanthology.org\/2025.ijcnlp-long.136\/\">https:\/\/aclanthology.org\/2025.ijcnlp-long.136\/<\/a><\/p>\n\n\n\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\"><\/p>\n\n\n\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\"><\/p>\n\n\n\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\"><\/p>\n\n\n\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\"><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/intellexus.net\/wp-content\/uploads\/2026\/03\/Not-Just-a-Piece-of-Cake_2025.ijcnlp-long.136.pdf\">Download PDF<\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ofri Hefetz, Kai Golan Hashiloni, Alon Mannor, Kfir Bar, 2025. This project examined cross-lingual fine-tuning strategies for identifying idioms in low-resource settings, analyzing how different model architectures can learn and transfer figurative language knowledge across languages. Explainability methods clarified how idiomatic meaning is encoded within models at multiple layers. https:\/\/aclanthology.org\/2025.ijcnlp-long.136\/<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-1454","post","type-post","status-publish","format-standard","hentry","category-publications"],"_links":{"self":[{"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/posts\/1454","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/comments?post=1454"}],"version-history":[{"count":6,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/posts\/1454\/revisions"}],"predecessor-version":[{"id":1596,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/posts\/1454\/revisions\/1596"}],"wp:attachment":[{"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/media?parent=1454"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/categories?post=1454"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/tags?post=1454"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}