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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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Abstract:
236 pages ; Formal language theory has shown that strong notions of learnability do not apply directly to classes of formal language that may include natural languages, regardless of the number of strings presented to the learner. However, research in statistical learning has shown that neural network language models can predict certain linguistic properties when trained on text alone. Unsupervised statistical models that leverage grammar formalisms have not yet achieved the same level of performance, despite advantages in interpretability. I introduce a variably supervised learning algorithms that can directly apply the rules of a number of different grammar formalisms to learn from natural language texts. This algorithm, the Missing Link algorithm, allows for the direct comparison of different grammar formalisms and learning environments. I compare results for Combinatory Categorial Grammars, Tree-Adjoining Grammars, and Relational Grammars with a number of different parameters. These results show that weakly equivalent grammar formalisms, such as CCGs and TAGs, perform differently in unsupervised learning and that directly encoding linguistic features into Relational Grammars can improve performance at specific linguistic tasks, at least in English. I also show that the same algorithm can be used to learn simple a semantics semantics using Abstract Meaning Representations. These results open new lines of research into the exploration of learning models for natural language.
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Keyword:
combinatory categorial grammar; grammar formalisms; semantic parsing; syntactic theory; tree-adjoining grammar; unsupervised learning
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URL: http://dissertations.umi.com/cornellgrad:12154 https://doi.org/10.7298/fj3m-7673 https://hdl.handle.net/1813/103003
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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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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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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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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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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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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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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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