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41
Predictive Dependency Parsing ; Vorhersagendes Dependenzparsing
Köhn, Arne. - : Staats- und Universitätsbibliothek Hamburg Carl von Ossietzky, 2019
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42
Colorless green recurrent networks dream hierarchically
In: Proceedings of the Society for Computation in Linguistics (2019)
Abstract: Recurrent neural networks (RNNs) have achieved impressive results in a variety of linguistic processing tasks, suggesting that they can induce non-trivial properties of language. We investigate here to what extent RNNs learn to track abstract hierarchical syntactic structure. We test whether RNNs trained with a generic language modeling objective in four languages (Italian, English, Hebrew, Russian) can predict long-distance number agreement in various constructions. We include in our evaluation nonsensical sentences where RNNs cannot rely on semantic or lexical cues ("The colorless green ideas I ate with the chair sleep furiously"), and, for Italian, we compare model performance to human intuitions. Our language-model-trained RNNs make reliable predictions about long-distance agreement, and do not lag much behind human performance. We thus bring support to the hypothesis that RNNs are not just shallow-pattern extractors, but they also acquire deeper grammatical competence.
Keyword: Computational Linguistics; dependency treebanks; number agreement; recurrent neural networks; syntax
URL: https://scholarworks.umass.edu/scil/vol2/iss1/48
https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1052&context=scil
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43
Dependency and directionality
Dikken, Marcel den. - Cambridge [u.a.] : Cambridge Univ. Press, 2018
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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44
Syntaxtheorien : Analysen im Vergleich
Hagemann, Jörg (Herausgeber); Staffeldt, Sven (Herausgeber). - Tübingen : Stauffenburg Verlag, 2018
BLLDB
UB Frankfurt Linguistik
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45
Quantitative Analysis of Dependency Structures
Jiang, Jingyang; Liu, Haitoo. - Berlin. Boston : Quantitative Linguistics, 2018
IDS Bibliografie zur deutschen Grammatik
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46
On the Syntax of spoken French: Government-Units and Utterance-Units
In: ISSN: 0035-3906 ; EISSN: 1600-0811 ; Revue Romane ; https://hal.archives-ouvertes.fr/hal-02112178 ; Revue Romane, John Benjamins Publishing, 2018, Models of discourse units in romance languages - Vahram Atayan, Margarita Borreguero Zuloaga, Sybille Grosse eds, 53 (1) (2018)
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47
On the syntax of spoken French : government-units and utterance-units
In: Revue romane. - Amsterdam [u.a] : Benjamins 53 (2018) 1, 6-29
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48
Universal Dependencies 2.3
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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49
Universal Dependencies 2.2
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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50
Prague Dependency Treebank 3.5
Hajič, Jan; Bejček, Eduard; Bémová, Alevtina. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2018
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51
Geração incremental de parsers dependentes de contexto para o português brasileiro. ; Incremental generation of context dependent parsers for brazilian portuguese.
Miura, Newton Kiyotaka. - : Biblioteca Digital de Teses e Dissertações da USP, 2018. : Universidade de São Paulo, 2018. : Escola Politécnica, 2018
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52
Increasing NLP Parsing Efficiency with Chunking
Anderson, Mark Dáibhidh; Vilares, David. - : M D P I AG, 2018
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53
Theoretische und methodologische Grundlagen. - Neue Wege zur Verbvalenz ; 1 : Theoretische und methodologische Grundlagen. -
Engel, Ulrich; Paredes Suárez, Gemma; Domínguez Vázquez, María José. - Frankfurt am Main : Peter Lang Edition, 2017
BLLDB
UB Frankfurt Linguistik
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54
Universal Dependencies 2.1
In: https://hal.inria.fr/hal-01682188 ; 2017 (2017)
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55
Universal Dependencies 2.0 alpha (obsolete)
Nivre, Joakim; Agić, Željko; Ahrenberg, Lars. - : Universal Dependencies Consortium, 2017
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56
Universal Dependencies 2.0
Nivre, Joakim; Agić, Željko; Ahrenberg, Lars. - : Universal Dependencies Consortium, 2017
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57
Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data
Nivre, Joakim; Agić, Željko; Ahrenberg, Lars. - : Universal Dependencies Consortium, 2017
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58
Universal Dependencies 2.1
Nivre, Joakim; Agić, Željko; Ahrenberg, Lars. - : Universal Dependencies Consortium, 2017
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59
Towards fast natural language parsing: FASTPARSE ERC Starting Grant ; Hacia el análisis sintáctico rápido de lenguaje natural: la ERC Starting Grant FASTPARSE
Gómez Rodríguez, Carlos. - : Sociedad Española para el Procesamiento del Lenguaje Natural, 2017
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60
Towards fast natural language parsing: FASTPARSE ERC Starting Grant ; Hacia el análisis sintáctico rápido de lenguaje natural: la ERC Starting Grant FASTPARSE
Gómez-Rodríguez, Carlos. - : Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), 2017
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