Unifying the Scope of Bridging Anaphora Types in English: Bridging Annotations in ARRAU and GUM
Comparing bridging annotations across coreference resources is difficult, largely due to a lack of standardization across definitions and annotation schemas and narrow coverage of disparate text domains across resources. To alleviate domain coverage issues and consolidate schemas, we compare guideli...
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01-10-2024
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Abstract | Comparing bridging annotations across coreference resources is difficult,
largely due to a lack of standardization across definitions and annotation
schemas and narrow coverage of disparate text domains across resources. To
alleviate domain coverage issues and consolidate schemas, we compare guidelines
and use interpretable predictive models to examine the bridging instances
annotated in the GUM, GENTLE and ARRAU corpora. Examining these cases, we find
that there is a large difference in types of phenomena annotated as bridging.
Beyond theoretical results, we release a harmonized, subcategorized version of
the test sets of GUM, GENTLE and the ARRAU Wall Street Journal data to promote
meaningful and reliable evaluation of bridging resolution across domains. |
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AbstractList | Comparing bridging annotations across coreference resources is difficult,
largely due to a lack of standardization across definitions and annotation
schemas and narrow coverage of disparate text domains across resources. To
alleviate domain coverage issues and consolidate schemas, we compare guidelines
and use interpretable predictive models to examine the bridging instances
annotated in the GUM, GENTLE and ARRAU corpora. Examining these cases, we find
that there is a large difference in types of phenomena annotated as bridging.
Beyond theoretical results, we release a harmonized, subcategorized version of
the test sets of GUM, GENTLE and the ARRAU Wall Street Journal data to promote
meaningful and reliable evaluation of bridging resolution across domains. |
Author | Levine, Lauren Zeldes, Amir |
Author_xml | – sequence: 1 givenname: Lauren surname: Levine fullname: Levine, Lauren – sequence: 2 givenname: Amir surname: Zeldes fullname: Zeldes, Amir |
BackLink | https://doi.org/10.48550/arXiv.2410.01170$$DView paper in arXiv |
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Copyright | http://creativecommons.org/licenses/by/4.0 |
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Snippet | Comparing bridging annotations across coreference resources is difficult,
largely due to a lack of standardization across definitions and annotation
schemas... |
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SubjectTerms | Computer Science - Computation and Language |
Title | Unifying the Scope of Bridging Anaphora Types in English: Bridging Annotations in ARRAU and GUM |
URI | https://arxiv.org/abs/2410.01170 |
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