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SMYRF: Efficient Attention using Asymmetric Clustering


Oct 11, 2020
Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis

* 30 pages, 10 figures 

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Unsupervised Parsing via Constituency Tests


Oct 07, 2020
Steven Cao, Nikita Kitaev, Dan Klein

* EMNLP 2020 

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Reformer: The Efficient Transformer


Feb 18, 2020
Nikita Kitaev, Łukasz Kaiser, Anselm Levskaya

* ICLR 2020 

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Multilingual Alignment of Contextual Word Representations


Feb 12, 2020
Steven Cao, Nikita Kitaev, Dan Klein

* ICLR 2020 

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Cross-Domain Generalization of Neural Constituency Parsers


Jul 09, 2019
Daniel Fried, Nikita Kitaev, Dan Klein

* ACL 2019. DF and NK contributed equally 

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KERMIT: Generative Insertion-Based Modeling for Sequences


Jun 04, 2019
William Chan, Nikita Kitaev, Kelvin Guu, Mitchell Stern, Jakob Uszkoreit

* William Chan, Nikita Kitaev, Kelvin Guu, and Mitchell Stern contributed equally 

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Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference


Apr 22, 2019
Nikita Kitaev, Dan Klein


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Multilingual Constituency Parsing with Self-Attention and Pre-Training


Dec 31, 2018
Nikita Kitaev, Dan Klein


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Constituency Parsing with a Self-Attentive Encoder


May 02, 2018
Nikita Kitaev, Dan Klein

* ACL 2018 

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