Shubham Toshniwal

According to our database, Shubham Toshniwal authored at least 23 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset.

Shubham Toshniwal, Ivan Moshkov, Sean Narenthiran, Daria Gitman, Fei Jia, Igor Gitman

CoRR, 2024

2023

Learning to Reason and Memorize with Self-Notes.

Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Adapting Pretrained Text-to-Text Models for Long Text Sequences.

Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Scott Yih

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Robustness of Named-Entity Replacements for In-Context Learning.

Saeed Goodarzi, Nikhil Kagita, Dennis Minn, Shufan Wang, Roberto Dessì, Shubham Toshniwal, Adina Williams, Jack Lanchantin, Koustuv Sinha

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Efficient and Interpretable Neural Models for Entity Tracking.

Shubham Toshniwal

CoRR, 2022

Baked-in State Probing.

Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Chess as a Testbed for Language Model State Tracking.

Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

On Generalization in Coreference Resolution.

Shubham Toshniwal, Patrick Xia, Sam Wiseman, Karen Livescu, Kevin Gimpel

CoRR, 2021

Learning Chess Blindfolded: Evaluating Language Models on State Tracking.

Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel

CoRR, 2021

2020

A Cross-Task Analysis of Text Span Representations.

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

Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

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

Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, Karen Livescu, Kevin Gimpel

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

PeTra: A Sparsely Supervised Memory Model for People Tracking.

Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

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

Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. 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 F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert 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

CoRR, 2019

Pre-Trained Text Embeddings for Enhanced Text-to-Speech Synthesis.

Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Kazuya Takeda, Shubham Toshniwal, Karen Livescu

Proceedings of the Interspeech 2019, 2019

2018

Hierarchical Multitask Learning for CTC-based Speech Recognition.

Kalpesh Krishna, Shubham Toshniwal, Karen Livescu

CoRR, 2018

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

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

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

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

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

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Multilingual Speech Recognition with a Single End-to-End Model.

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

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Joint Modeling of Text and Acoustic-Prosodic Cues for Neural Parsing.

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

CoRR, 2017

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

Shubham Toshniwal, Hao Tang, Liang Lu, Karen Livescu

Proceedings of the Interspeech 2017, 2017

2016

Jointly learning to align and convert graphemes to phonemes with neural attention models.

Shubham Toshniwal, Karen Livescu

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

2015

VibRein: An Engaging and Assistive Mobile Learning Companion for Students with Intellectual Disabilities.

Shubham Toshniwal, Prasenjit Dey, Nitendra Rajput, Saurabh Srivastava

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, 2015

USHER: An Intelligent Tour Companion.

Shubham Toshniwal, Parikshit Sharma, Saurabh Srivastava, Richa Sehgal

Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015