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The MUNCH (Metaphor Understanding Challenge) Dataset

For testing large language models' capabilities for understanding metaphors as cross-domain mappings.

Overview:

  • Input data for testing LLMs are in tasks/
    • Prompts: prompts.md
    • Paraphrase generation: generation.json
    • Paraphrase judgement:
      • For word judgement, input sentences and options are formatted in the same way for all 3 conditions: word_judge.json
      • Sentence judgement: sent_judge_{implicit,msent,mword}.json
      • Please always shuffle the 2 given options when formatting your prompts.
  • Gold labels (human annotations) are in correct_answers/
    • For the paraphrase generation task: for_generation.csv
    • For the paraphrase judgement task: for_judgement.csv

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