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Learning Chess Blindfolded: Evaluating Language Models on State Tracking


Feb 26, 2021
Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel


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Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks


Oct 06, 2020
Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, Karen Livescu, Kevin Gimpel

* EMNLP 2020 camera ready 

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A Cross-Task Analysis of Text Span Representations


Jun 06, 2020
Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu, Kevin Gimpel

* RepL4NLP 2020 

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PeTra: A Sparsely Supervised Memory Model for People Tracking


May 06, 2020
Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu

* ACL 2020 

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Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling


Feb 21, 2019
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia X. Chen, Ye Jia, Anjuli Kannan, Tara Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel A. U. Bacchiani, Thomas B. Jablin, Rob Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon


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A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition


Jul 27, 2018
Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N Sainath, Karen Livescu

* Submitted to SLT 2018 

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Hierarchical Multitask Learning for CTC-based Speech Recognition


Jul 17, 2018
Kalpesh Krishna, Shubham Toshniwal, Karen Livescu

* Submitted to SLT 2018 

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Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information


Apr 15, 2018
Trang Tran, Shubham Toshniwal, Mohit Bansal, Kevin Gimpel, Karen Livescu, Mari Ostendorf

* Accepted in NAACL HLT 2018 

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Multilingual Speech Recognition With A Single End-To-End Model


Feb 15, 2018
Shubham Toshniwal, Tara N. Sainath, Ron J. Weiss, Bo Li, Pedro Moreno, Eugene Weinstein, Kanishka Rao

* Accepted in ICASSP 2018 

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Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition


Apr 19, 2017
Shubham Toshniwal, Hao Tang, Liang Lu, Karen Livescu


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Jointly Learning to Align and Convert Graphemes to Phonemes with Neural Attention Models


Oct 20, 2016
Shubham Toshniwal, Karen Livescu

* Accepted in SLT 2016 

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