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Statistical modality tagging from rule-based annotations and crowdsourcing ...
Abstract: We explore training an automatic modality tagger. Modality is the attitude that a speaker might have toward an event or state. One of the main hurdles for training a linguistic tagger is gathering training data. This is particularly problematic for training a tagger for modality because modality triggers are sparse for the overwhelming majority of sentences. We investigate an approach to automatically training a modality tagger where we first gathered sentences based on a high-recall simple rule-based modality tagger and then provided these sentences to Mechanical Turk annotators for further annotation. We used the resulting set of training data to train a precise modality tagger using a multi-class SVM that delivers good performance. ... : 8 pages, 6 tables; appeared in Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, July 2012; In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, pages 57-64, Jeju, Republic of Korea, July 2012. Association for Computational Linguistics ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; I.2.7; I.2.6; I.5.1; I.5.4; Machine Learning cs.LG; Machine Learning stat.ML
URL: https://arxiv.org/abs/1503.01190
https://dx.doi.org/10.48550/arxiv.1503.01190
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2
Use of Modality and Negation in Semantically-Informed Syntactic MT ...
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3
A Modality Lexicon and its use in Automatic Tagging ...
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4
Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach ...
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5
Computing Lexical Contrast ...
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6
Use of Modality and Negation in Semantically-Informed Syntactic MT
In: DTIC (2012)
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7
Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing
Prabhakaran, Vinodkumar; Bloodgood, Michael; Diab, Mona. - : Association for Computational Linguistics, 2012
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8
Use of Modality and Negation in Semantically-Informed Syntactic MT
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9
Interlingual annotation of parallel text corpora: a new framework for annotation and evaluation
In: Natural language engineering. - Cambridge : Cambridge University Press 16 (2010) 3, 197-243
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OLC Linguistik
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10
TER-Plus: paraphrase, semantic, and alignment enhancements to translation edit rate
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 23 (2010) 2-3, 117-127
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OLC Linguistik
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11
Symbolic-to-statistical hybridization: extending generation-heavy machine translation
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 23 (2010) 1, 23-63
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OLC Linguistik
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12
Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach ...
Baker, Kathryn; Bloodgood, Michael; Callison-Burch, Chris. - : Digital Repository at the University of Maryland, 2010
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13
Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach
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14
A Modality Lexicon and its use in Automatic Tagging
Dorr, Bonnie; Bloodgood, Michael; Filardo, Nathaniel. - : European Language Resources Association, 2010
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15
A cost-effective lexical acquisition process for large-scale thesaurus translation
In: Language resources and evaluation. - Dordrecht [u.a.] : Springer 43 (2009) 1, 27-40
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16
Language Understanding Annotation Corpus
Diab, Mona; Dorr, Bonnie; Levin, Lori. - : Linguistic Data Consortium, 2009. : https://www.ldc.upenn.edu, 2009
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17
Language Understanding Annotation Corpus ...
Diab, Mona; Dorr, Bonnie; Levin, Lori. - : Linguistic Data Consortium, 2009
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18
The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics
Bird, Steven; Dale, Robert; Dorr, Bonnie J. - : Paris : European Language Resources Association (ELRA), 2008
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19
Challenges in Building an Arabic-English GHMT System with SMT Components ...
Habash, Nizar Y.; Dorr, Bonnie; Monz, Christof. - : Columbia University, 2006
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20
Text Summarization Evaluation: Correlating Human Performance on an Extrinsic Task with Automatic Intrinsic Metrics
In: DTIC (2006)
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