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@article{aroraLinearAlgebraicStructure2018,
title = {Linear Algebraic Structure of Word Senses, with Applications to Polysemy},
volume = {6},
journal = {Transactions of the Association of Computational Linguistics},
author = {Arora, Sanjeev and Li, Yuanzhi and Liang, Yingyu and Ma, Tengyu and Risteski, Andrej},
year = {2018},
pages = {483--495}
}
@article{dyerRecurrentNeuralNetwork2016,
archivePrefix = {arXiv},
eprinttype = {arxiv},
eprint = {1602.07776},
primaryClass = {cs},
title = {Recurrent {{Neural Network Grammars}}},
journal = {arXiv:1602.07776 [cs]},
author = {Dyer, Chris and Kuncoro, Adhiguna and Ballesteros, Miguel and Smith, Noah A.},
month = feb,
year = {2016}
}
@article{merityRegularizingOptimizingLSTM2017,
archivePrefix = {arXiv},
eprinttype = {arxiv},
eprint = {1708.02182},
primaryClass = {cs},
title = {Regularizing and {{Optimizing LSTM Language Models}}},
journal = {arXiv:1708.02182 [cs]},
author = {Merity, Stephen and Keskar, Nitish Shirish and Socher, Richard},
month = aug,
year = {2017}
}
@article{merityAnalysisNeuralLanguage2018,
title = {An {{Analysis}} of {{Neural Language Modeling}} at {{Multiple Scales}}},
author = {Merity, Stephen and Keskar, Nitish Shirish and Socher, Richard},
year = {2018},
pages = {10}
}
@incollection{mccannLearnedTranslationContextualized2017,
title = {Learned in {{Translation}}: {{Contextualized Word Vectors}}},
shorttitle = {Learned in {{Translation}}},
booktitle = {Advances in {{Neural Information Processing Systems}} 30},
publisher = {{Curran Associates, Inc.}},
author = {McCann, Bryan and Bradbury, James and Xiong, Caiming and Socher, Richard},
editor = {Guyon, I. and Luxburg, U. V. and Bengio, S. and Wallach, H. and Fergus, R. and Vishwanathan, S. and Garnett, R.},
year = {2017},
pages = {6294--6305}
}
@book{barrettHowEmotionsAre2017,
address = {{Boston}},
title = {How {{Emotions Are Made}}: {{The Secret Life}} of the {{Brain}}},
isbn = {978-0-544-13331-0},
shorttitle = {How {{Emotions Are Made}}},
publisher = {{Houghton Mifflin Harcourt}},
author = {Barrett, Lisa Feldman},
month = mar,
year = {2017}
}
@article{elmanModelEventKnowledge2019,
title = {A {{Model}} of {{Event Knowledge}}},
volume = {126},
number = {2},
journal = {Psychological Review},
doi = {10.1037/rev0000133},
author = {Elman, Jeffrey L. and McRae, Ken},
year = {2019},
pages = {252-291}
}
@article{chaterProbabilisticModelsLanguage2006,
series = {Special Issue: {{Probabilistic}} Models of Cognition},
title = {Probabilistic Models of Language Processing and Acquisition},
volume = {10},
issn = {1364-6613},
number = {7},
journal = {Trends in Cognitive Sciences},
doi = {10.1016/j.tics.2006.05.006},
author = {Chater, Nick and Manning, Christopher D.},
month = jul,
year = {2006},
pages = {335-344}
}
@article{st.johnLearningApplyingContextual1990,
title = {Learning and Applying Contextual Constraints in Sentence Comprehension},
volume = {46},
issn = {0004-3702},
number = {1},
journal = {Artificial Intelligence},
doi = {10.1016/0004-3702(90)90008-N},
author = {St. John, Mark F. and McClelland, James L.},
month = nov,
year = {1990},
pages = {217-257}
}
@article{mcclellandSentenceComprehensionParallel1989,
title = {Sentence Comprehension: {{A}} Parallel Distributed Processing Approach},
volume = {4},
issn = {0169-0965},
shorttitle = {Sentence Comprehension},
number = {3-4},
journal = {Language and Cognitive Processes},
doi = {10.1080/01690968908406371},
author = {McClelland, J. L. and John, Mark St and Taraban, Roman},
month = sep,
year = {1989},
pages = {SI287-SI335}
}
@article{brouwerNeurocomputationalModelN4002017,
title = {A {{Neurocomputational Model}} of the {{N400}} and the {{P600}} in {{Language Processing}}},
volume = {41},
copyright = {Copyright \textcopyright{} 2016 The Authors. Cognitive Science is published by Wiley Periodicals, Inc. on behalf of the Cognitive Science Society.},
issn = {1551-6709},
number = {S6},
journal = {Cognitive Science},
doi = {10.1111/cogs.12461},
author = {Brouwer, Harm and Crocker, Matthew W. and Venhuizen, Noortje J. and Hoeks, John C. J.},
year = {2017},
pages = {1318-1352}
}
@article{frenchTRACXRecognitionbasedConnectionist2011,
title = {{{TRACX}}: {{A}} Recognition-Based Connectionist Framework for Sequence Segmentation and Chunk Extraction},
volume = {118},
issn = {1939-1471(Electronic),0033-295X(Print)},
shorttitle = {{{TRACX}}},
number = {4},
journal = {Psychological Review},
doi = {10.1037/a0025255},
author = {French, Robert M. and Addyman, Caspar and Mareschal, Denis},
year = {2011},
pages = {614-636}
}
@inproceedings{marvinTargetedSyntacticEvaluation2018,
address = {{Brussels, Belgium}},
title = {Targeted {{Syntactic Evaluation}} of {{Language Models}}},
booktitle = {Proceedings of the 2018 {{Conference}} on {{Empirical Methods}} in {{Natural Language Processing}}},
publisher = {{Association for Computational Linguistics}},
author = {Marvin, Rebecca and Linzen, Tal},
month = oct,
year = {2018},
pages = {1192--1202}
}
@article{schmidtkePUPILLOMETRYLINGUISTICRESEARCH2018,
title = {{{PUPILLOMETRY IN LINGUISTIC RESEARCH}}: {{AN INTRODUCTION AND REVIEW FOR SECOND LANGUAGE RESEARCHERS}}},
volume = {40},
issn = {0272-2631, 1470-1545},
shorttitle = {{{PUPILLOMETRY IN LINGUISTIC RESEARCH}}},
number = {3},
journal = {Studies in Second Language Acquisition},
doi = {10.1017/S0272263117000195},
author = {Schmidtke, Jens},
month = sep,
year = {2018},
pages = {529-549}
}
@article{fischerStereotypicalInferencesPhilosophical2017,
title = {Stereotypical {{Inferences}}: {{Philosophical Relevance}} and {{Psycholinguistic Toolkit}}},
volume = {30},
copyright = {\textcopyright{} 2017 John Wiley \& Sons Ltd},
issn = {1467-9329},
shorttitle = {Stereotypical {{Inferences}}},
number = {4},
journal = {Ratio},
doi = {10.1111/rati.12174},
author = {Fischer, Eugen and Engelhardt, Paul E.},
year = {2017},
pages = {411-442}
}
@inproceedings{huhGradientDescentSpiking2018,
title = {Gradient Descent for Spiking Neural Networks},
booktitle = {Advances in {{Neural Information Processing Systems}}},
author = {Huh, Dongsung and Sejnowski, Terrence J.},
year = {2018},
pages = {1440--1450}
}
@book{goodfellowDeepLearning2016,
address = {{Cambridge, Massachusetts}},
title = {Deep {{Learning}}},
isbn = {978-0-262-03561-3},
publisher = {{The MIT Press}},
author = {Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron},
month = nov,
year = {2016}
}
@misc{shenParsingReadingPredict2019,
title = {Parsing {{Reading Predict Network}}. {{Contribute}} to Yikangshen/{{PRPN}} Development by Creating an Account on {{GitHub}}},
copyright = {MIT},
author = {Shen, Yikang},
month = mar,
year = {2019}
}
@article{shenNeuralLanguageModeling2017,
archivePrefix = {arXiv},
eprinttype = {arxiv},
eprint = {1711.02013},
primaryClass = {cs},
title = {Neural {{Language Modeling}} by {{Jointly Learning Syntax}} and {{Lexicon}}},
journal = {arXiv:1711.02013 [cs]},
author = {Shen, Yikang and Lin, Zhouhan and Huang, Chin-Wei and Courville, Aaron},
month = nov,
year = {2017}
}
@article{chungHierarchicalMultiscaleRecurrent2016,
archivePrefix = {arXiv},
eprinttype = {arxiv},
eprint = {1609.01704},
primaryClass = {cs},
title = {Hierarchical {{Multiscale Recurrent Neural Networks}}},
journal = {arXiv:1609.01704 [cs]},
author = {Chung, Junyoung and Ahn, Sungjin and Bengio, Yoshua},
month = sep,
year = {2016}
}
@article{shenOrderedNeuronsIntegrating2018,
title = {Ordered {{Neurons}}: {{Integrating Tree Structures}} into {{Recurrent Neural Networks}}},
shorttitle = {Ordered {{Neurons}}},
author = {Shen, Yikang and Tan, Shawn and Sordoni, Alessandro and Courville, Aaron},
month = sep,
year = {2018}
}
@article{taiImprovedSemanticRepresentations2015,
archivePrefix = {arXiv},
eprinttype = {arxiv},
eprint = {1503.00075},
primaryClass = {cs},
title = {Improved {{Semantic Representations From Tree}}-{{Structured Long Short}}-{{Term Memory Networks}}},
journal = {arXiv:1503.00075 [cs]},
author = {Tai, Kai Sheng and Socher, Richard and Manning, Christopher D.},
month = feb,
year = {2015}
}
@inproceedings{kuncoroLSTMsCanLearn2018,
title = {{{LSTMs}} Can Learn Syntax-Sensitive Dependencies Well, but Modeling Structure Makes Them Better},
volume = {1},
booktitle = {Proceedings of the 56th {{Annual Meeting}} of the {{Association}} for {{Computational Linguistics}} ({{Volume}} 1: {{Long Papers}})},
author = {Kuncoro, Adhiguna and Dyer, Chris and Hale, John and Yogatama, Dani and Clark, Stephen and Blunsom, Phil},
year = {2018},
pages = {1426--1436}
}
@article{cerUniversalSentenceEncoder2018,
archivePrefix = {arXiv},
eprinttype = {arxiv},
eprint = {1803.11175},
primaryClass = {cs},
title = {Universal {{Sentence Encoder}}},
journal = {arXiv:1803.11175 [cs]},
author = {Cer, Daniel and Yang, Yinfei and Kong, Sheng-yi and Hua, Nan and Limtiaco, Nicole and John, Rhomni St and Constant, Noah and {Guajardo-Cespedes}, Mario and Yuan, Steve and Tar, Chris and Sung, Yun-Hsuan and Strope, Brian and Kurzweil, Ray},
month = mar,
year = {2018}
}
@article{linzenWhatCanLinguistics2019,
title = {What Can Linguistics and Deep Learning Contribute to Each Other? {{Response}} to {{Pater}}},
issn = {1535-0665},
shorttitle = {What Can Linguistics and Deep Learning Contribute to Each Other?},
journal = {Language},
doi = {10.1353/lan.2019.0001},
author = {Linzen, Tal},
year = {2019}
}
@inproceedings{conneauSupervisedLearningUniversal2017,
address = {{Copenhagen, Denmark}},
title = {Supervised {{Learning}} of {{Universal Sentence Representations}} from {{Natural Language Inference Data}}},
booktitle = {Proceedings of the 2017 {{Conference}} on {{Empirical Methods}} in {{Natural Language Processing}}},
publisher = {{Association for Computational Linguistics}},
doi = {10.18653/v1/D17-1070},
author = {Conneau, Alexis and Kiela, Douwe and Schwenk, Holger and Barrault, Lo{\"i}c and Bordes, Antoine},
month = sep,
year = {2017},
pages = {670--680}
}
@article{kirosSkipThoughtVectors2015,
archivePrefix = {arXiv},
eprinttype = {arxiv},
eprint = {1506.06726},
primaryClass = {cs},
title = {Skip-{{Thought Vectors}}},
journal = {arXiv:1506.06726 [cs]},
author = {Kiros, Ryan and Zhu, Yukun and Salakhutdinov, Ruslan and Zemel, Richard S. and Torralba, Antonio and Urtasun, Raquel and Fidler, Sanja},
month = jun,
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}
@inproceedings{ettingerAssessingCompositionSentence2018,
address = {{Santa Fe, New Mexico, USA}},
title = {Assessing {{Composition}} in {{Sentence Vector Representations}}},
booktitle = {Proceedings of the 27th {{International Conference}} on {{Computational Linguistics}}},
publisher = {{Association for Computational Linguistics}},
author = {Ettinger, Allyson and Elgohary, Ahmed and Phillips, Colin and Resnik, Philip},
month = aug,
year = {2018},
pages = {1790--1801}
}
@book{fleischStudentGuideVectors2011,
title = {{A Student's Guide to Vectors and Tensors}},
isbn = {978-1-139-50394-5},
publisher = {{Cambridge University Press}},
author = {Fleisch, Daniel A.},
month = sep,
year = {2011}
}
@article{mccoyRevisitingPovertyStimulus2018,
title = {Revisiting the Poverty of the Stimulus: Hierarchical Generalization without a Hierarchical Bias in Recurrent Neural Networks},
shorttitle = {Revisiting the Poverty of the Stimulus},
journal = {arXiv preprint arXiv:1802.09091},
author = {McCoy, R. Thomas and Frank, Robert and Linzen, Tal},
year = {2018}
}
@article{frankInsensitivityHumanSentenceprocessing2011,
title = {Insensitivity of the Human Sentence-Processing System to Hierarchical Structure},
volume = {22},
number = {6},
journal = {Psychological science},
author = {Frank, Stefan L. and Bod, Rens},
year = {2011},
pages = {829--834}
}
@incollection{kimSentenceProcessing2018,
title = {Sentence {{Processing}}},
copyright = {Copyright \textcopyright{} 2018 John Wiley \& Sons, Inc.},
isbn = {978-1-119-17017-4},
booktitle = {Stevens' {{Handbook}} of {{Experimental Psychology}} and {{Cognitive Neuroscience}}},
publisher = {{American Cancer Society}},
author = {Kim, Albert E.},
year = {2018},
pages = {1-37},
doi = {10.1002/9781119170174.epcn304}
}
@article{macdonaldSentenceComprehension2018,
title = {Sentence {{Comprehension}}},
journal = {The Oxford Handbook of Psycholinguistics},
doi = {10.1093/oxfordhb/9780198786825.013.8},
author = {MacDonald, Maryellen C. and Hsiao, Yaling},
month = aug,
year = {2018}
}
@inproceedings{ettingerEvaluatingVectorSpace2016,
address = {{Berlin, Germany}},
title = {Evaluating Vector Space Models Using Human Semantic Priming Results},
booktitle = {Proceedings of the 1st {{Workshop}} on {{Evaluating Vector}}-{{Space Representations}} for {{NLP}}},
publisher = {{Association for Computational Linguistics}},
author = {Ettinger, Allyson and Linzen, Tal},
month = aug,
year = {2016},
pages = {72--77}
}
@article{pickeringPredictingComprehendingLanguage2018,
title = {Predicting While Comprehending Language: {{A}} Theory and Review},
volume = {144},
issn = {1939-1455(Electronic),0033-2909(Print)},
shorttitle = {Predicting While Comprehending Language},
number = {10},
journal = {Psychological Bulletin},
doi = {10.1037/bul0000158},
author = {Pickering, Martin J. and Gambi, Chiara},
year = {2018},
pages = {1002-1044}
}
@article{haleInformationtheoreticalComplexityMetrics2016,
title = {Information-Theoretical {{Complexity Metrics}}},
volume = {10},
copyright = {\textcopyright{} 2016 The Author Language and Linguistics Compass \textcopyright{} 2016 John Wiley \& Sons Ltd},
issn = {1749-818X},
number = {9},
journal = {Language and Linguistics Compass},
doi = {10.1111/lnc3.12196},
author = {Hale, John},
year = {2016},
pages = {397-412}
}
@article{linzenUncertaintyExpectationSentence2016,
title = {Uncertainty and {{Expectation}} in {{Sentence Processing}}: {{Evidence From Subcategorization Distributions}}},
volume = {40},
copyright = {Copyright \textcopyright{} 2015 Cognitive Science Society, Inc.},
issn = {1551-6709},
shorttitle = {Uncertainty and {{Expectation}} in {{Sentence Processing}}},
number = {6},
journal = {Cognitive Science},
doi = {10.1111/cogs.12274},
author = {Linzen, Tal and Jaeger, T. Florian},
year = {2016},
pages = {1382-1411}
}
@inproceedings{haleFindingSyntaxHuman2018,
title = {Finding Syntax in Human Encephalography with Beam Search},
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