Metaphor
Metaphor classification for verbs and content words
Install / Use
/learn @EducationalTestingService/MetaphorREADME
Automatic Metaphor Classification for Verbs/Content Words
Please refer to each of the following sub-directories for further references on datasets/experiments relating to automatic metaphor classification for verbs and content words (nouns, verbs, adjectives and adverbs). Each of the sub-directories is self-contained.
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For verb metaphor classification, please go to this README
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For content-word classification, please go to this README
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For the VUA dataset used in the first metaphor shared task in NAACL 2018, or second such shared task in ACL 2020, please go to this README
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For the TOEFL dataset used in the second shared task on metaphor detection in ACL 2020, please go to this README
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To download the datasets directly, please go directly to the release page
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Audited on Nov 17, 2025