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Learning Compact Metrics for MT


Oct 12, 2021
Amy Pu, Hyung Won Chung, Ankur P. Parikh, Sebastian Gehrmann, Thibault Sellam

* Accepted at EMNLP 2021 

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Shatter: An Efficient Transformer Encoder with Single-Headed Self-Attention and Relative Sequence Partitioning


Aug 30, 2021
Ran Tian, Joshua Maynez, Ankur P. Parikh


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Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution


Mar 11, 2021
Xavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat

* Accepted at NAACL 2021 

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Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task


Oct 19, 2020
Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh


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Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages


Sep 23, 2020
Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh


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BLEURT: Learning Robust Metrics for Text Generation


May 14, 2020
Thibault Sellam, Dipanjan Das, Ankur P. Parikh

* Accepted at ACL 2020 

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ToTTo: A Controlled Table-To-Text Generation Dataset


Apr 30, 2020
Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das


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A Multilingual View of Unsupervised Machine Translation


Feb 21, 2020
Xavier Garcia, Pierre Foret, Thibault Sellam, Ankur P. Parikh

* Added new reference, fixed typos 

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Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation


Nov 15, 2019
Ran Tian, Shashi Narayan, Thibault Sellam, Ankur P. Parikh


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Thieves on Sesame Street! Model Extraction of BERT-based APIs


Oct 27, 2019
Kalpesh Krishna, Gaurav Singh Tomar, Ankur P. Parikh, Nicolas Papernot, Mohit Iyyer

* preprint, 18 pages 

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Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index


Jun 14, 2019
Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* ACL 2019; Code & demo available at https://nlp.cs.washington.edu/denspi/ ; Added comparison to Weaver (Raison et al., 2018) 

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Text Generation with Exemplar-based Adaptive Decoding


Apr 10, 2019
Hao Peng, Ankur P. Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan Das

* NAACL 2019 

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Consistency by Agreement in Zero-shot Neural Machine Translation


Apr 10, 2019
Maruan Al-Shedivat, Ankur P. Parikh

* NAACL 2019 (14 pages, 5 figures) 

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Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension


Sep 26, 2018
Minjoon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

* EMNLP 2018 short; 6 pages 

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Hybrid Subspace Learning for High-Dimensional Data


Aug 05, 2018
Micol Marchetti-Bowick, Benjamin J. Lengerich, Ankur P. Parikh, Eric P. Xing


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Multi-Mention Learning for Reading Comprehension with Neural Cascades


May 30, 2018
Swabha Swayamdipta, Ankur P. Parikh, Tom Kwiatkowski

* Proceedings of ICLR 2018 

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A Decomposable Attention Model for Natural Language Inference


Sep 25, 2016
Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit

* 7 pages, 1 figure, Proceeedings of EMNLP 2016 

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Language Modeling with Power Low Rank Ensembles


Oct 03, 2014
Ankur P. Parikh, Avneesh Saluja, Chris Dyer, Eric P. Xing


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Infinite Mixed Membership Matrix Factorization


Jan 15, 2014
Avneesh Saluja, Mahdi Pakdaman, Dongzhen Piao, Ankur P. Parikh

* For ICDM 2013 Workshop Proceedings 

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A Spectral Algorithm for Latent Junction Trees


Oct 16, 2012
Ankur P. Parikh, Le Song, Mariya Ishteva, Gabi Teodoru, Eric P. Xing

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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Infinite Hierarchical MMSB Model for Nested Communities/Groups in Social Networks


Oct 09, 2010
Qirong Ho, Ankur P. Parikh, Le Song, Eric P. Xing


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