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Éléments pour une grammaire électronique du gwadloupéyen
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In: Langues créoles : description, analyse, didactisation et automatisation ; https://halshs.archives-ouvertes.fr/halshs-03363662 ; Renauld Govain. Langues créoles : description, analyse, didactisation et automatisation, 2021, 978-2-36781-376-9 ; https://www.pulm.fr/ (2021)
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Lexicalised Locality: Local Domains and Non-Local Dependencies in a Lexicalised Tree Adjoining Grammar
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In: Philosophies ; Volume 6 ; Issue 3 (2021)
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Efficiency of Top-Down Parsing of Recursive Adjunction for Tree Adjoining Grammar
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In: Proceedings of the Society for Computation in Linguistics (2021)
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A Model of Unsupervised Formal Learning for Natural Language
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Grammatical theory ... : From transformational grammar to constraint-based approaches ...
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The Role of Linguistic Features in Domain Adaptation: TAG Parsing of Questions
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In: Proceedings of the Society for Computation in Linguistics (2020)
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Abstract:
The analysis of sentences outside the domain of the training data poses a challenge for contemporary syntactic parsing. The Penn Treebank corpus, commonly used for training constituency parsers, systematically undersamples certain syntactic structures. We examine parsing performance in Tree Adjoining Grammar (TAG) on one such structure: questions. To avoid hand-annotating a new training set including out-of-domain sentences, an expensive process, an alternate method requiring considerably less annotation effort is explored. Our method is based on three key ideas: First, pursuing the intuition that “supertagging is almost parsing” (Bangalore and Joshi, 1999), the parsing process is decomposed into two distinct stages, supertagging and stapling. Second, following Rimell and Clark (2008), the supertagger is trained with an extended dataset including questions, and the resultant supertags are used with an unmodified parser. Third, to maximize improvements gained from additional training of the supertagger, the parser is provided with linguistically-significant features that reflect commonalities across supertags. This novel combination of ideas leads to an improvement in question parsing accuracy of 13% LAS. This points to the conclusion that adaptation of a parser to a new domain can be achieved with limited data through the careful integration of linguistic knowledge.
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Keyword:
Artificial Intelligence and Robotics; Computational Linguistics; Domain Adaptation; Syntactic Parsing; Tree Adjoining Grammar
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URL: https://scholarworks.umass.edu/scil/vol3/iss1/41
https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1115&context=scil
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A Unified Analysis of Reflexives and Reciprocals in Synchronous Tree Adjoining Grammar
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Grammatical theory ... : From transformational grammar to constraint-based approaches ...
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Representation and parsing of multiword expressions ... : Current trends ...
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| 10 |
Building a syntactic-semantic interface for a semi-automatically generated TAG for Arabic
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In: ISSN: 1683-3198 ; International Arab Journal of Information Technology ; https://hal.archives-ouvertes.fr/hal-01809771 ; International Arab Journal of Information Technology, Colleges of Computing and Information Society (CCIS), In press ; http://www.iajit.org/ (2018)
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| 11 |
A Metagrammatical Approach to Periphrasis in Gwadloupéyen
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In: ISSN: 2421-7220 ; Quaderni di Linguistica e Studi Orientali ; https://halshs.archives-ouvertes.fr/halshs-01876042 ; Quaderni di Linguistica e Studi Orientali, Firenze University Press, 2018, pp.131-149. ⟨10.13128/QULSO-2421-7220-23842⟩ (2018)
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A semi-automatically generated TAG for Arabic: Dealing with linguistic phenomena
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In: 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018) ; https://hal.archives-ouvertes.fr/hal-01762597 ; 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), Mar 2018, Hanoi, Vietnam (2018)
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A new syntactic-semantic interface for ArabTAG an Arabic Tree Adjoining grammar
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In: The 18th International Arab Conference on Information Technology (ACIT'2017) ; https://hal.archives-ouvertes.fr/hal-01676973 ; The 18th International Arab Conference on Information Technology (ACIT'2017), Dec 2017, Yassmine Hammamet, Tunisia (2017)
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| 14 |
ArabTAG: from a Handcrafted to a Semi-automatically Generated TAG
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In: TAG+12: 12th International Workshop on Tree-Adjoining Grammars and Related Formalisms ; https://hal.archives-ouvertes.fr/hal-01320995 ; TAG+12: 12th International Workshop on Tree-Adjoining Grammars and Related Formalisms, Jun 2016, Düsseldorf, Germany (2016)
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A syntactic component for Vietnamese language processing
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In: ISSN: 2299-856X ; EISSN: 2299-8470 ; Journal of Language Modelling ; https://hal.archives-ouvertes.fr/hal-01255977 ; Journal of Language Modelling, Institute of Computer Science, Polish Academy of Sciences, Poland, 2015, Journal of Language Modelling, 3 (1), pp.146-184. ⟨10.15398/jlm.v3i1.89⟩ (2015)
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Progression and Iteration in Event Semantics — An LTAG Analysis Using Hybrid Logic and Frame Semantics
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In: The 11th Syntax and Semantics Conference in Paris (CSSP 2015) ; https://hal.inria.fr/hal-01184872 ; The 11th Syntax and Semantics Conference in Paris (CSSP 2015), Oct 2015, Paris, France (2015)
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| 17 |
Grammaires phrastiques et discursives fondées sur les TAG : une approche de D-STAG avec les ACG
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In: Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2015) ; https://hal.inria.fr/hal-01145994 ; Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles (TALN 2015), Jun 2015, Caen, France. pp.158-169 ; http://www.atala.org/taln_archives/TALN/TALN-2015/taln-2015-long-014.html (2015)
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| 18 |
Multiple Adjunction in Feature-Based Tree-Adjoining Grammar
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In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.inria.fr/hal-01249975 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2015, 41 (1), pp.29. ⟨10.1162/COLI_a_00217⟩ ; http://www.mitpressjournals.org/toc/coli/41/1 (2015)
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