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A surprisal--duration trade-off across and within the world's languages ...
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What About the Precedent: An Information-Theoretic Analysis of Common Law ...
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What About the Precedent: An Information-Theoretic Analysis of Common Law
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In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021)
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Synthetic Textual Features for the Large-Scale Detection of Basic-level Categories in English and Mandarin ...
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Proceedings of the 17th European Chapter of the Association for Computational Linguistics ...
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Abstract:
Non-neural approaches to argument mining (AM) are often pipelined and require heavy feature-engineering. In this paper, we propose a neural end-to-end approach to AM which is based on dependency parsing, in contrast to the current state-of-the-art which relies on rela- tion extraction. Our biaffine AM dependency parser significantly outperforms the state-of- the-art, performing at F1 = 73.5% for com- ponent identification and F1 = 46.4% for re- lation identification. One of the advantages of treating AM as biaffine dependency parsing is the simple neural architecture that results. The idea of treating AM as dependency parsing is not new, but has previously been abandoned as it was lagging far behind the state-of-the-art. In a thorough analysis, we investigate the fac- tors that contribute to the success of our model: the biaffine model itself, our representation for the dependency structure of arguments, differ- ent encoders in the biaffine model, and syntac- tic information additionally fed to the model. ... : Toshiba ...
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URL: https://dx.doi.org/10.17863/cam.64545 https://www.repository.cam.ac.uk/handle/1810/317432
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Metaphor Detection Using Context and Concreteness
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In: Proceedings of the Second Workshop on Figurative Language Processing (2020)
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Variable typing: Assigning meaning to variables in mathematical text
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Stathopoulos, YA; Baker, Simon; Rei, Marek. - : Association for Computational Linguistics, 2018. : https://aclanthology.org/volumes/N18-1/, 2018. : NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, 2018
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Unsupervised Timeline Generation for Wikipedia History Articles ...
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Improving argument overlap for proposition-based summarisation ...
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Predicting the impact of scientific concepts using full‐text features
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Unsupervised Timeline Generation for Wikipedia History Articles
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Bauer, Sandro; Teufel, Simone. - : Association for Computational Linguistics, 2016. : https://aclanthology.org/volumes/D16-1/, 2016. : Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
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Improving argument overlap for proposition-based summarisation
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Fang, Y; Teufel, Simone. - : Association for Computational Linguistics, 2016. : http://aclanthology.info/papers/P16-2078/improving-argument-overlap-for-proposition-based-summarisation, 2016. : 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers, 2016
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Identifying Problem Statements in Scientific Text
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Heffernan, Kevin; Teufel, Simone. - : University of Potsdam, 2016. : http://www.ling.uni-potsdam.de/comma2016/, 2016. : Workshop on Foundations of the Language of Argumentation (in conjunction with COMMA), 2016
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A Proposition-based Abstractive Summarizer
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Fang, Y; Zhu, H; Muszynska, E. - : International Committee on Computational Linguistics, 2016. : https://aclanthology.org/volumes/C16-1/, 2016. : Proceedings of COLING 2016, 2016
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MEAD - A Platform for Multidocument Multilingual Text Summarization
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