{"id":1444,"date":"2025-02-16T08:52:00","date_gmt":"2025-02-16T08:52:00","guid":{"rendered":"https:\/\/intellexus.net\/?p=1444"},"modified":"2026-03-23T14:15:52","modified_gmt":"2026-03-23T14:15:52","slug":"easy-as-pie-identifying-multi-word-expressions-with-llms","status":"publish","type":"post","link":"https:\/\/intellexus.net\/index.php\/2025\/02\/16\/easy-as-pie-identifying-multi-word-expressions-with-llms\/","title":{"rendered":"&#8220;Easy as PIE? Identifying Multi-Word Expressions with LLMs&#8221;"},"content":{"rendered":"\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\">Kai Golan Hashiloni,&nbsp;Ofri Hefetz,&nbsp;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 explored the identification of idiomatic (multi-word) expressions in continuous text using large pre-trained language models, leveraging zero-shot and few-shot prompts without model fine-tuning. The evaluation focused on distinguishing literal versus idiomatic interpretations and assessing strategies for accurate idiom detection.<\/p>\n\n\n\n<p style=\"font-size:clamp(0.929rem, 0.929rem + ((1vw - 0.2rem) * 0.785), 1.4rem);\"><a href=\"https:\/\/aclanthology.org\/2025.emnlp-main.1213\/\">https:\/\/aclanthology.org\/2025.emnlp-main.1213\/<\/a><\/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\/Easy-as-PIE_2025.emnlp-main.1213.pdf\">Download PDF<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Kai Golan Hashiloni,&nbsp;Ofri Hefetz,&nbsp;Kfir Bar, 2025. This project explored the identification of idiomatic (multi-word) expressions in continuous text using large pre-trained language models, leveraging zero-shot and few-shot prompts without model fine-tuning. The evaluation focused on distinguishing literal versus idiomatic interpretations and assessing strategies for accurate idiom detection. https:\/\/aclanthology.org\/2025.emnlp-main.1213\/<\/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-1444","post","type-post","status-publish","format-standard","hentry","category-publications"],"_links":{"self":[{"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/posts\/1444","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=1444"}],"version-history":[{"count":8,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/posts\/1444\/revisions"}],"predecessor-version":[{"id":1595,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/posts\/1444\/revisions\/1595"}],"wp:attachment":[{"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/media?parent=1444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/categories?post=1444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/intellexus.net\/index.php\/wp-json\/wp\/v2\/tags?post=1444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}