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doi:10.22028/D291-36147 | Title: | AMR dependency parsing with a typed semantic algebra |
| Author(s): | Groschwitz, Jonas Lindemann, Matthias Fowlie, Meaghan Johnson, Mark Koller, Alexander |
| Editor(s): | Gurevych, Iryna Miyao, Yusuke |
| Language: | English |
| Title: | The 56th Annual Meeting of the Association for Computational Linguistics - proceedings of the conference : July 15-20, 2018, Melbourne, Australia : ACL 2018, Volume 1: Long Papers |
| Startpage: | 1831 |
| Endpage: | 1841 |
| Publisher/Platform: | Association for Computational Linguistics |
| Year of Publication: | 2018 |
| Title of the Conference: | ACL 2018 |
| Place of the conference: | Melbourne, Australia |
| Publikation type: | Conference Paper |
| Abstract: | We present a semantic parser for Abstract Meaning Representations which learns to parse strings into tree representations of the compositional structure of an AMR graph. This allows us to use standard neural techniques for supertagging and dependency tree parsing, constrained by a linguistically principled type system. We present two approximative decoding algorithms, which achieve state-of-the-art accuracy and outperform strong baselines. |
| DOI of the first publication: | 10.18653/v1/P18-1170 |
| URL of the first publication: | https://aclanthology.org/P18-1170.pdf |
| Link to this record: | hdl:20.500.11880/32917 http://dx.doi.org/10.22028/D291-36147 |
| ISBN: | 978-1-948087-32-2 |
| Date of registration: | 17-May-2022 |
| Faculty: | P - Philosophische Fakultät |
| Department: | P - Sprachwissenschaft und Sprachtechnologie |
| Professorship: | P - Prof. Dr. Alexander Koller |
| Collections: | SciDok - Der Wissenschaftsserver der Universität des Saarlandes |
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