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Evaluating Distributional Distortion in Neural Language Modeling

Mar 24, 2022
Benjamin LeBrun, Alessandro Sordoni, Timothy J. O'Donnell

* International Conference on Learning Representations. 2022 

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Systematic Generalization with Edge Transformers

Dec 01, 2021
Leon Bergen, Timothy J. O'Donnell, Dzmitry Bahdanau

* Accepted as a conference paper at NeurIPS 2021 

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Compositional Generalization in Dependency Parsing

Oct 13, 2021
Emily Goodwin, Siva Reddy, Timothy J. O'Donnell, Dzmitry Bahdanau

* 8 pages 7 figures 

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Linguistic dependencies and statistical dependence

Apr 18, 2021
Jacob Louis Hoover, Alessandro Sordoni, Wenyu Du, Timothy J. O'Donnell

* 8 pages, plus references and appendices 

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Characterizing Idioms: Conventionality and Contingency

Apr 17, 2021
Michaela Socolof, Jackie Chi Kit Cheung, Michael Wagner, Timothy J. O'Donnell

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Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention

Apr 14, 2021
Leon Bergen, Dzmitry Bahdanau, Timothy J. O'Donnell

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Recursive Top-Down Production for Sentence Generation with Latent Trees

Oct 09, 2020
Shawn Tan, Yikang Shen, Timothy J. O'Donnell, Alessandro Sordoni, Aaron Courville

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Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach

May 12, 2020
Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. O'Donnell, Yoshua Bengio, Yue Zhang

* ACL20 

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Probing Linguistic Systematicity

May 08, 2020
Emily Goodwin, Koustuv Sinha, Timothy J. O'Donnell

* To appear at ACL2020, 9 pages, 2 figures 

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CLOSURE: Assessing Systematic Generalization of CLEVR Models

Dec 12, 2019
Dzmitry Bahdanau, Harm de Vries, Timothy J. O'Donnell, Shikhar Murty, Philippe Beaudoin, Yoshua Bengio, Aaron Courville

* Technical report 

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Morphological Irregularity Correlates with Frequency

Jun 27, 2019
Shijie Wu, Ryan Cotterell, Timothy J. O'Donnell

* ACL 2019 

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A generalized parsing framework for Abstract Grammars

Jan 19, 2018
Daniel Harasim, Chris Bruno, Eva Portelance, Martin Rohrmeier, Timothy J. O'Donnell

* Technical Report [v2: added Martin Rohrmeier as author.] [v3: fixed error stating that AGs are equivalent to GCFGS. this is in fact not known yet. other minor typos fixed.] 

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Grammar induction for mildly context sensitive languages using variational Bayesian inference

Jan 18, 2018
Eva Portelance, Chris Bruno, Daniel Harasim, Leon Bergen, Timothy J. O'Donnell

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