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Recurrent neural networks (RNNs) are the state of the art in sequence modeling for natural language.
A model and an hypothesis for language structure
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Definite NP anaphora and c-command domains
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Head-Driven Phrase Structure Grammar
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Semantic influences on parsing: Use of thematic role information in syntactic ambiguity resolution
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A probabilistic Earley parser as a psycholinguistic model
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The use of thematic role information in parsing: Syntactic processing autonomy revisited
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Using confidence intervals for graphically based data interpretation
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The time-course of the application of binding constraints in reference resolution
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Nihongo hitei-bun no koozoo: kakimaze-bun to hitei-koou hyoogen
Kiyoko Kataoka. 2006 · 2006
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The role of structural prediction in rapid syntactic analysis
Ellen Lau, Clare Stroud, Silke Plesch, and Colin Phillips. 2006 · 2006
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Syntactic prediction in language comprehension: Evidence from either …or
Adrian Staub and Charles Clifton. 2006 · 2006
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Mixed-effects modeling with crossed random effects for subjects and items
R.H. Baayen, D.J. Davidson, and D.M. Bates. 2008 · 2008
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Expectation-based syntactic comprehension
Roger Levy. 2008 · 2008
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Assessing the ability of LSTMs to learn syntax-sensitive dependencies
Tal Linzen, Emmanuel Dupoux, and Yoav Goldberg. 2016 · 2016
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Does string-based neural MT learn source syntax?
Xing Shi, Inkit Padhi, and Kevin Knight. 2016 · 2016
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Using deep neural networks to learn syntactic agreement
Jean-Philippe Bernardy and Shalom Lappin. 2017 · 2017
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Labor force statistics from the current population survey
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Semantics derived automatically from language corpora contain human-like biases
Aylin Caliskan, Joanna J Bryson, and Arvind Narayanan. 2017 · 2017
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Exploring the syntactic abilities of RNNs with multi-task learning
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Processing polarity: How the ungrammatical intrudes on the grammatical
Shravan Vasishth, Sven Brüssow, Richard L Lewis, and Heiner Drenhaus. 2008 · 2008
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Illusory licensing effects across dependency types: ERP evidence
Ming Xiang, Brian Dillon, and Colin Phillips. 2009 · 2009
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Short-term forgetting in sentence comprehension: Crosslinguistic evidence from verb-final structures
Shravan Vasishth, Katja Suckow, Richard L Lewis, and Sabine Kern. 2010 · 2010
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Insensitivity of the human sentence-processing system to hierarchical structure
Stefan L. Frank and Rens Bod. 2011 · 2011
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The processing of extraposed structures in English
Roger Levy, Evelina Fedorenko, Mara Breen, and Ted Gibson. 2012 · 2012
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Random effects structure for confirmatory hypothesis testing: Keep it maximal
Dale J Barr, Roger Levy, Christoph Scheepers, and Harry J Tily. 2013 · 2013
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Emile Enguehard, Yoav Goldberg, and Tal Linzen. 2017 · 2017
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Towards linguistically generalizable NLP systems: A workshop and shared task
Allyson Ettinger, Sudha Rao, Hal Daumé III, and Emily M Bender. 2017 · 2017
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Noisy-context surprisal as a human sentence processing cost model
Richard Futrell and Roger Levy. 2017 · 2017
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Neural network methods for natural language processing
Yoav Goldberg. 2017 · 2017
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Representation of linguistic form and function in recurrent neural networks
Ákos Kádár, Grzegorz Chrupała, and Afra Alishahi. 2017 · 2017
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Brenden M Lake and Marco Baroni. 2017 · 2017
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Yonatan Belinkov, Lluís Màrquez, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, and James Glass. 2018 · 2018
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Deep RNNs encode soft hierarchical syntax
Terra Blevins, Omer Levy, and Luke Zettlemoyer. 2018 · 2018
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Colorless green recurrent networks dream hierarchically
K. Gulordava, P. Bojanowski, E. Grave, T. Linzen, and M. Baroni. 2018 · 2018
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Gender bias in coreference resolution
Rachel Rudinger, Jason Naradowsky, Brian Leonard, and Benjamin Van Durme. 2018 · 2018
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Modeling garden path effects without explicit hierarchical syntax
Marten van Schijndel and Tal Linzen. 2018 · 2018
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The fine line between linguistic generalization and failure in seq2seq-attention models
Noah Weber, Leena Shekhar, and Niranjan Balasubramanian. 2018 · 2018
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What do RNNs learn about filler–gap dependencies?
Ethan G. Wilcox, Roger P. Levy, Takashi Morita, and Richard Futrell. 2018 · 2018
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Do latent tree learning models identify meaningful structure in sentences?
Adina Williams, Andrew Drozdov, and Samuel R Bowman. 2018 · 2018
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