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Akshat Shrivastava

TreePiece: Faster Semantic Parsing via Tree Tokenization

Mar 30, 2023
Sid Wang, Akshat Shrivastava, Sasha Livshits

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* 4 pages main body + 4 pages appendices

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Introducing Semantics into Speech Encoders

Nov 15, 2022
Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang

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* 11 pages, 3 figures

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Deliberation Model for On-Device Spoken Language Understanding

Apr 04, 2022
Duc Le, Akshat Shrivastava, Paden Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer

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* Submitted to INTERSPEECH 2022

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RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing

Sep 21, 2021
Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov

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* 12 pages, 9 figures, 5 Tables

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Latency-Aware Neural Architecture Search with Multi-Objective Bayesian Optimization

Jun 25, 2021
David Eriksson, Pierce I-Jen Chuang, Samuel Daulton, Peng Xia, Akshat Shrivastava, Arun Babu, Shicong Zhao, Ahmed Aly, Ganesh Venkatesh, Maximilian Balandat

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* To Appear at the 8th ICML Workshop on Automated Machine Learning, ICML 2021

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