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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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Privately Customizing Prefinetuning to Better Match User Data in Federated Learning


Feb 23, 2023
Charlie Hou, Hongyuan Zhan, Akshat Shrivastava, Sid Wang, Aleksandr Livshits, Giulia Fanti, Daniel Lazar

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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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Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models


Oct 08, 2022
Alon Albalak, Akshat Shrivastava, Chinnadhurai Sankar, Adithya Sagar, Mike Ross

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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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Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing


Feb 02, 2022
Akshat Shrivastava, Shrey Desai, Anchit Gupta, Ali Elkahky, Aleksandr Livshits, Alexander Zotov, Ahmed Aly

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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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Assessing Data Efficiency in Task-Oriented Semantic Parsing


Jul 10, 2021
Shrey Desai, Akshat Shrivastava, Justin Rill, Brian Moran, Safiyyah Saleem, Alexander Zotov, Ahmed Aly

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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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