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Trained BERT models for phrase alignment with the constrained tree edit distance algorithm ...
Arase, Yuki; Tsujii, Jun'ichi. - : Zenodo, 2021
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Trained BERT models for phrase alignment with the constrained tree edit distance algorithm ...
Arase, Yuki; Tsujii, Jun'ichi. - : Zenodo, 2021
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3
A Probabilistic Annotation Model for Crowdsourcing Coreference
Kruschwitz, Udo; Chamberlain, Jon; Yu, Juntao; Paun, Silviu; Poesio, Massimo. - : Association for Computational Linguistics, 2018
Abstract: The availability of large scale annotated corpora for coreference is essential to the development of the field. However, creating resources at the required scale via expert annotation would be too expensive. Crowdsourcing has been proposed as an alternative; but this approach has not been widely used for coreference. This paper addresses one crucial hurdle on the way to make this possible, by introducing a new model of annotation for aggregating crowdsourced anaphoric annotations. The model is evaluated along three dimensions: the accuracy of the inferred mention pairs, the quality of the post-hoc constructed silver chains, and the viability of using the silver chains as an alternative to the expert-annotated chains in training a state of the art coreference system. The results suggest that our model can extract from crowdsourced annotations coreference chains of comparable quality to those obtained with expert annotation.
Keyword: QA75 Electronic computers. Computer science
URL: http://repository.essex.ac.uk/23421/1/Paun2018Probabilistic.pdf
https://www.aclweb.org/anthology/D18-1218/
http://repository.essex.ac.uk/23421/
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4
Distributed Document and Phrase Co-embeddings for Descriptive Clustering
Kontonatsios, Georgios; Sato, Motoki; Mu, Tingting. - : Association for Computational Linguistics, 2017
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5
Structure-guided supertagger learning
In: Natural language engineering. - Cambridge : Cambridge University Press 18 (2012) 2, 205-234
OLC Linguistik
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6
Automatic extraction of angiogenesis bioprocess from text
Wang, Xinglong; McKendrick, Iain; Barrett, Ian. - : Oxford University Press, 2011
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7
Automatic extraction of angiogenesis bioprocess from text
Wang, Xinglong; McKendrick, Iain; Barrett, Ian. - : Oxford University Press, 2011
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8
Improve syntax-based translation using deep syntactic structures
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 24 (2010) 2, 141-157
BLLDB
OLC Linguistik
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9
Evaluating the impact of re-training a lexical disambiguation model on domain adaptation of an HPSG parser
In: Trends in parsing technology. - Dordrecht [u.a.] : Springer (2010), 257-275
BLLDB
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10
HPSG parsing with a supertagger
In: Trends in parsing technology. - Dordrecht [u.a.] : Springer (2010), 243-256
BLLDB
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11
Dependency parsing and domain adaptation with data-driven LR models and parser ensembles
In: Trends in parsing technology. - Dordrecht [u.a.] : Springer (2010), 57-68
BLLDB
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12
Fine-grained tree-to-string translation rule extraction
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 1, 325-334
BLLDB
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13
Fast full parsing by linear-chain conditional random fields
In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 790-798
BLLDB
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14
Sequential labeling with latent variables: an exact inference algorithm and its efficient approximation
In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 772-780
BLLDB
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15
Biomedical event detection using rules, conditional random fields and parse tree distances
Sarafraz, Farzaneh; Eales, James; Mohammadi, Reza. - : Association for Computational Linguistics, 2009
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16
Feature forest models for probabilistic HPSG parsing
In: Computational linguistics. - Cambridge, Mass. : MIT Press 34 (2008) 1, 35-80
BLLDB
OLC Linguistik
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17
Coreference Resolution in Biomedical Texts: a Machine Learning Approach
Su, Jian; Yang, Xiaofeng; Hong, Huaqing. - : Dagstuhl Seminar Proceedings. 08131 - Ontologies and Text Mining for Life Sciences : Current Status and Future Perspectives, 2008
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18
Coreference Resolution in Biomedical Texts: a Machine Learning Approach ...
Su, Jian; Yang, Xiaofeng; Hong, Huaqing. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2008
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19
Fast and scalable HPSG parsing
In: Traitement automatique des langues. - Saint-Cloud : ATALA 46 (2005) 2, 91-114
BLLDB
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20
Natural Language Processing – IJCNLP 2004 : First International Joint Conference, Hainan Island, China, March 22-24, 2004, Revised Selected Papers
Su, Keh-Yih; Tsujii, Jun'ichi; Lee, Jong-Hyeok. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2005
UB Frankfurt Linguistik
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