Predicting Coreference in Abstract Meaning Representations
T. Anikina, A. Koller, and M. Roth. Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference, page 33--38. Barcelona, Spain (online), Association for Computational Linguistics, (December 2020)
Abstract
This work addresses coreference resolution in Abstract Meaning Representation (AMR) graphs, a popular formalism for semantic parsing. We evaluate several current coreference resolution techniques on a recently published AMR coreference corpus, establishing baselines for future work. We also demonstrate that coreference resolution can improve the accuracy of a state-of-the-art semantic parser on this corpus.
%0 Conference Paper
%1 anikina-etal-2020-predicting
%A Anikina, Tatiana
%A Koller, Alexander
%A Roth, Michael
%B Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference
%C Barcelona, Spain (online)
%D 2020
%I Association for Computational Linguistics
%K myown
%P 33--38
%T Predicting Coreference in Abstract Meaning Representations
%U https://www.aclweb.org/anthology/2020.crac-1.4
%X This work addresses coreference resolution in Abstract Meaning Representation (AMR) graphs, a popular formalism for semantic parsing. We evaluate several current coreference resolution techniques on a recently published AMR coreference corpus, establishing baselines for future work. We also demonstrate that coreference resolution can improve the accuracy of a state-of-the-art semantic parser on this corpus.
@inproceedings{anikina-etal-2020-predicting,
abstract = {This work addresses coreference resolution in Abstract Meaning Representation (AMR) graphs, a popular formalism for semantic parsing. We evaluate several current coreference resolution techniques on a recently published AMR coreference corpus, establishing baselines for future work. We also demonstrate that coreference resolution can improve the accuracy of a state-of-the-art semantic parser on this corpus.},
added-at = {2020-12-01T10:32:28.000+0100},
address = {Barcelona, Spain (online)},
author = {Anikina, Tatiana and Koller, Alexander and Roth, Michael},
biburl = {https://puma.ub.uni-stuttgart.de/bibtex/243239cb0a4a9e697f0d1f65dc795ed9e/dr.michaelroth},
booktitle = {Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference},
interhash = {93a36d8c8afab4e2202ab7c8d46ad5a0},
intrahash = {43239cb0a4a9e697f0d1f65dc795ed9e},
keywords = {myown},
month = dec,
pages = {33--38},
publisher = {Association for Computational Linguistics},
timestamp = {2020-12-01T09:32:28.000+0100},
title = {Predicting Coreference in {A}bstract {M}eaning {R}epresentations},
url = {https://www.aclweb.org/anthology/2020.crac-1.4},
year = 2020
}
