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        <title>Compositional Semantic Parsing across Graphbanks</title>
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            <namePart type="given">Anna</namePart>
            <namePart type="family">Korhonen</namePart>
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    <abstract>Most semantic parsers that map sentences to graph-based meaning representations are hand-designed for specific graphbanks. We present a compositional neural semantic parser which achieves, for the first time, competitive accuracies across a diverse range of graphbanks. Incorporating BERT embeddings and multi-task learning improves the accuracy further, setting new states of the art on DM, PAS, PSD, AMR 2015 and EDS.</abstract>
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    <identifier type="doi">10.18653/v1/P19-1450</identifier>
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%0 Conference Proceedings
%T Compositional Semantic Parsing across Graphbanks
%A Lindemann, Matthias
%A Groschwitz, Jonas
%A Koller, Alexander
%Y Korhonen, Anna
%Y Traum, David
%Y Màrquez, Lluís
%S Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
%D 2019
%8 July
%I Association for Computational Linguistics
%C Florence, Italy
%F lindemann-etal-2019-compositional
%X Most semantic parsers that map sentences to graph-based meaning representations are hand-designed for specific graphbanks. We present a compositional neural semantic parser which achieves, for the first time, competitive accuracies across a diverse range of graphbanks. Incorporating BERT embeddings and multi-task learning improves the accuracy further, setting new states of the art on DM, PAS, PSD, AMR 2015 and EDS.
%R 10.18653/v1/P19-1450
%U https://aclanthology.org/P19-1450
%U https://doi.org/10.18653/v1/P19-1450
%P 4576-4585

Markdown (Informal)

[Compositional Semantic Parsing across Graphbanks](https://aclanthology.org/P19-1450) (Lindemann et al., ACL 2019)

• Compositional Semantic Parsing across Graphbanks (Lindemann et al., ACL 2019)

ACL

• Matthias Lindemann, Jonas Groschwitz, and Alexander Koller. 2019. Compositional Semantic Parsing across Graphbanks. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 4576–4585, Florence, Italy. Association for Computational Linguistics.