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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1...4 5 6 7 8 9 Hits 141 – 160 of 163 141 Are All Languages Equally Hard to Language-Model? ... Cotterell, Ryan; Mielke, Sabrina J.; Eisner, Jason. - : arXiv, 2018 BASE Show details 142 Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate ... Kirov, Christo; Cotterell, Ryan. - : arXiv, 2018 Abstract: Can advances in NLP help advance cognitive modeling? We examine the role of artificial neural networks, the current state of the art in many common NLP tasks, by returning to a classic case study. In 1986, Rumelhart and McClelland famously introduced a neural architecture that learned to transduce English verb stems to their past tense forms. Shortly thereafter, Pinker & Prince (1988) presented a comprehensive rebuttal of many of Rumelhart and McClelland's claims. Much of the force of their attack centered on the empirical inadequacy of the Rumelhart and McClelland (1986) model. Today, however, that model is severely outmoded. We show that the Encoder-Decoder network architectures used in modern NLP systems obviate most of Pinker and Prince's criticisms without requiring any simplication of the past tense mapping problem. We suggest that the empirical performance of modern networks warrants a re-examination of their utility in linguistic and cognitive modeling. ... : TACL 2018 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1807.04783 https://dx.doi.org/10.48550/arxiv.1807.04783 BASE Hide details 143 A Deep Generative Model of Vowel Formant Typology ... Cotterell, Ryan; Eisner, Jason. - : arXiv, 2018 BASE Show details 144 Unsupervised Disambiguation of Syncretism in Inflected Lexicons ... Cotterell, Ryan; Kirov, Christo; Mielke, Sabrina J.. - : arXiv, 2018 BASE Show details 145 A Discriminative Latent-Variable Model for Bilingual Lexicon Induction ... Ruder, Sebastian; Cotterell, Ryan; Kementchedjhieva, Yova. - : arXiv, 2018 BASE Show details 146 A Discriminative Latent-Variable Model for Bilingual Lexicon Induction ... Ruder, Sebastian; Cotterell, Ryan; Kementchedjhieva, Yova. - : Apollo - University of Cambridge Repository, 2018 BASE Show details 147 A Discriminative Latent-Variable Model for Bilingual Lexicon Induction Ruder, Sebastian; Cotterell, Ryan; Kementchedjhieva, Yova. - : Association for Computational Linguistics, 2018. : Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018 BASE Show details 148 A Structured Variational Autoencoder for Contextual Morphological Inflection Naradowsky, Jason; Cotterell, Ryan; Mielke, Sebastian J. - : Association for Computational Linguistics, 2018. : Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018 BASE Show details 149 Quantifying the Trade-off Between Two Types of Morphological Complexity Cotterell, Ryan; Kirov, Christo; Hulden, Mans... In: Proceedings of the Society for Computation in Linguistics (2018) BASE Show details 150 Contrastive morphological typology and logical hierarchies Sylak-Glassman, John; Cotterell, Ryan In: Proceedings of the fifty-second (52.) annual meeting of the Chicago Linguistic Society (2017), S. 485-499 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 151 Probabilistic Typology: Deep Generative Models of Vowel Inventories ... Cotterell, Ryan; Eisner, Jason. - : arXiv, 2017 BASE Show details 152 One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ... Kann, Katharina; Cotterell, Ryan; Schütze, Hinrich. - : arXiv, 2017 BASE Show details 153 Cross-lingual, Character-Level Neural Morphological Tagging ... Cotterell, Ryan; Heigold, Georg. - : arXiv, 2017 BASE Show details 154 Probabilistic Typology: Deep Generative Models of Vowel Inventories ... Cotterell, Ryan; Eisner, Jason. - : Apollo - University of Cambridge Repository, 2017 BASE Show details 155 Frame-Based Continuous Lexical Semantics through Exponential Family Tensor Factorization and Semantic Proto-Roles ... Ferraro, Francis; Poliak, Adam; Cotterell, Ryan. - : arXiv, 2017 BASE Show details 156 Context-Aware Prediction of Derivational Word-forms ... Vylomova, Ekaterina; Cotterell, Ryan; Baldwin, Timothy. - : arXiv, 2017 BASE Show details 157 Paradigm Completion for Derivational Morphology ... Cotterell, Ryan; Vylomova, Ekaterina; Khayrallah, Huda. - : arXiv, 2017 BASE Show details 158 Probabilistic Typology: Deep Generative Models of Vowel Inventories Eisner, Jason; Cotterell, Ryan. - : Association for Computational Linguistics, 2017. : Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017 BASE Show details 159 Weighting Finite-State Transductions With Neural Context Eisner, Jason; Cotterell, Ryan; Rastogi, Pushpendre. - : Association for Computational Linguistics, 2016. : Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2016 BASE Show details 160 A Joint Model of Orthography and Morphological Segmentation Cotterell, Ryan; Vieira, Tim; Schütze, Hinrich. - : Association for Computational Linguistics, 2016. : Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2016 BASE Show details Page: 1...4 5 6 7 8 9

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