Papers with approximate parser quality

1 papers
QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing (2023.emnlp-main)

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Challenge: Existing evaluation metrics poorly approximate parser quality, says a new study . questions under discussion is a linguistic framework that views discourse as asking questions and answering them .
Approach: They propose a framework for automatic evaluation of QUD parsing . they use a dataset of fine-grained evaluation of 2,190 QUD questions .
Outcome: The proposed framework shows that satisfying constraints of QUD is still challenging for modern LLMs.

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