The 2018 shared task on extrinsic parser evaluation: On the downstream utility of English universal dependency parsers

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Abstract

We summarize empirical results and tentative conclusions from the Second Extrinsic Parser Evaluation Initiative (EPE 2018). We review the basic task setup, downstream applications involved, and end-to-end results for seventeen participating parsers. Based on both quantitative and qualitative analysis, we correlate intrinsic evaluation results at different layers of morph-syntactic analysis with observed downstream behavior.

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Fares, M., Oepen, S., Øvrelid, L., Björne, J., & Johansson, R. (2018). The 2018 shared task on extrinsic parser evaluation: On the downstream utility of English universal dependency parsers. In CoNLL 2018 - SIGNLL Conference on Computational Natural Language Learning, Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies (pp. 22–33). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/K18-2002

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