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Jason Eisner

University of Rochester

Searching for More Efficient Dynamic Programs


Sep 14, 2021
Tim Vieira, Ryan Cotterell, Jason Eisner


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Constrained Language Models Yield Few-Shot Semantic Parsers


Apr 18, 2021
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme


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Learning How to Ask: Querying LMs with Mixtures of Soft Prompts


Apr 14, 2021
Guanghui Qin, Jason Eisner

* NAACL-HLT 2021 camera-ready 

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Noise-Contrastive Estimation for Multivariate Point Processes


Nov 02, 2020
Hongyuan Mei, Tom Wan, Jason Eisner

* NeurIPS 2020 camera-ready 

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Autoregressive Modeling is Misspecified for Some Sequence Distributions


Oct 22, 2020
Chu-Cheng Lin, Aaron Jaech, Xin Li, Matt Gormley, Jason Eisner


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Task-Oriented Dialogue as Dataflow Synthesis


Oct 02, 2020
Semantic Machines, Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov

* TACL 2020 

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Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification


Jun 30, 2020
Hongyuan Mei, Guanghui Qin, Minjie Xu, Jason Eisner

* ICML 2020 (near-camera-ready version) 

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A Corpus for Large-Scale Phonetic Typology


May 28, 2020
Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W Black, Jason Eisner

* Accepted to ACL2020 

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Specializing Word Embeddings (for Parsing) by Information Bottleneck


Oct 01, 2019
Xiang Lisa Li, Jason Eisner

* Accepted for publication at EMNLP 2019 

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A Generative Model for Punctuation in Dependency Trees


Jun 26, 2019
Xiang Lisa Li, Dingquan Wang, Jason Eisner


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What Kind of Language Is Hard to Language-Model?


Jun 11, 2019
Sebastian J. Mielke, Ryan Cotterell, Kyle Gorman, Brian Roark, Jason Eisner

* Accepted for publication at ACL 2019 

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Imputing Missing Events in Continuous-Time Event Streams


May 14, 2019
Hongyuan Mei, Guanghui Qin, Jason Eisner

* ICML 2019 camera-ready. The first version of this work appeared on OpenReview in September 2018 

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Contextualization of Morphological Inflection


May 04, 2019
Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn, Jason Eisner

* NAACL 2019 

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UniMorph 2.0: Universal Morphology


Oct 25, 2018
Christo Kirov, Ryan Cotterell, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sebastian Mielke, Arya D. McCarthy, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden

* LREC 2018 

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The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection


Oct 18, 2018
Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, Sebastian Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden

* CoNLL 2018. arXiv admin note: text overlap with arXiv:1706.09031 

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Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model


Sep 06, 2018
Sebastian J. Mielke, Jason Eisner


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On the Complexity and Typology of Inflectional Morphological Systems


Jul 08, 2018
Ryan Cotterell, Christo Kirov, Mans Hulden, Jason Eisner

* TACL 2018 

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A Deep Generative Model of Vowel Formant Typology


Jul 08, 2018
Ryan Cotterell, Jason Eisner

* NAACL 2018 

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Are All Languages Equally Hard to Language-Model?


Jun 10, 2018
Ryan Cotterell, Sebastian J. Mielke, Jason Eisner, Brian Roark

* Published at NAACL 2018 

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Unsupervised Disambiguation of Syncretism in Inflected Lexicons


Jun 10, 2018
Ryan Cotterell, Christo Kirov, Sebastian J. Mielke, Jason Eisner

* Published at NAACL 2018 

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Neural Particle Smoothing for Sampling from Conditional Sequence Models


Apr 28, 2018
Chu-Cheng Lin, Jason Eisner

* NAACL 2018 

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On the Diachronic Stability of Irregularity in Inflectional Morphology


Apr 23, 2018
Ryan Cotterell, Christo Kirov, Mans Hulden, Jason Eisner

* accepted to NAACL 2018; withdrawn in order to add more thorough experiments (coming in next version) 

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The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process


Nov 21, 2017
Hongyuan Mei, Jason Eisner

* NIPS 2017 camera-ready. New experiments including intensity prediction evaluation, sensitivity to # of parameters, training speed analysis. Results updated to use final test data instead of devtest. Improved exposition, especially of continuous-time LSTM and thinning algorithm 

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Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning


Oct 11, 2017
Dingquan Wang, Jason Eisner

* Transactions of the Association of Computational Linguistics (TACL), 5:147--161, 2017 
* 16 pages, 5 figures 

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The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages


Oct 10, 2017
Dingquan Wang, Jason Eisner

* Transactions of the Association of Computational Linguistics (TACL), 4:491--505, 2016 
* 16 pages, 5 figures 

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CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages


Jul 04, 2017
Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden

* CoNLL 2017 

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Probabilistic Typology: Deep Generative Models of Vowel Inventories


May 04, 2017
Ryan Cotterell, Jason Eisner

* ACL 2017 

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Approximation-Aware Dependency Parsing by Belief Propagation


Aug 10, 2015
Matthew R. Gormley, Mark Dredze, Jason Eisner


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Finite-State Phonology: Proceedings of the 5th Workshop of the ACL Special Interest Group in Computational Phonology (SIGPHON)


Feb 23, 2001
Jason Eisner, Lauri Karttunen, Alain Theriault

* Jason Eisner, Lauri Karttunen and Alain Theriault (eds.), Finite-State Phonology: Proceedings of the 5th Workshop of the ACL Special Interest Group in Computational Phonology (SIGPHON). Luxembourg, August 2000 
* HTML page, Conference programme, short abstracts, links to papers, preface 

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