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Akshat Shrivastava
Akshat Shrivastava
Research Scientist, Meta
Verified email at cs.uw.edu - Homepage
Title
Cited by
Cited by
Year
Muppet: Massive multi-task representations with pre-finetuning
A Aghajanyan, A Gupta, A Shrivastava, X Chen, L Zettlemoyer, S Gupta
arXiv preprint arXiv:2101.11038, 2021
2382021
Better fine-tuning by reducing representational collapse
A Aghajanyan, A Shrivastava, A Gupta, N Goyal, L Zettlemoyer, S Gupta
arXiv preprint arXiv:2008.03156, 2020
2152020
Conversational semantic parsing
A Aghajanyan, J Maillard, A Shrivastava, K Diedrick, M Haeger, H Li, ...
arXiv preprint arXiv:2009.13655, 2020
492020
Stop: A dataset for spoken task oriented semantic parsing
P Tomasello, A Shrivastava, D Lazar, PC Hsu, D Le, A Sagar, A Elkahky, ...
2022 IEEE Spoken Language Technology Workshop (SLT), 991-998, 2023
242023
Non-autoregressive semantic parsing for compositional task-oriented dialog
A Babu, A Shrivastava, A Aghajanyan, A Aly, A Fan, M Ghazvininejad
arXiv preprint arXiv:2104.04923, 2021
232021
Cross-lingual transfer learning for intent detection of covid-19 utterances
A Arora, A Shrivastava, M Mohit, LSM Lecanda, A Aly
232020
Span pointer networks for non-autoregressive task-oriented semantic parsing
A Shrivastava, P Chuang, A Babu, S Desai, A Arora, A Zotov, A Aly
arXiv preprint arXiv:2104.07275, 2021
222021
Retronlu: Retrieval augmented task-oriented semantic parsing
V Gupta, A Shrivastava, A Sagar, A Aghajanyan, D Savenkov
arXiv preprint arXiv:2109.10410, 2021
192021
Latency-aware neural architecture search with multi-objective bayesian optimization
D Eriksson, PIJ Chuang, S Daulton, P Xia, A Shrivastava, A Babu, S Zhao, ...
arXiv preprint arXiv:2106.11890, 2021
162021
Deliberation model for on-device spoken language understanding
D Le, A Shrivastava, P Tomasello, S Kim, A Livshits, O Kalinli, ML Seltzer
arXiv preprint arXiv:2204.01893, 2022
112022
Low-resource task-oriented semantic parsing via intrinsic modeling
S Desai, A Shrivastava, A Zotov, A Aly
arXiv preprint arXiv:2104.07224, 2021
102021
iSeqL: interactive sequence learning
A Shrivastava, J Heer
Proceedings of the 25th International Conference on Intelligent User …, 2020
92020
Privately Customizing Prefinetuning to Better Match User Data in Federated Learning
C Hou, H Zhan, A Shrivastava, S Wang, S Livshits, G Fanti, D Lazar
arXiv preprint arXiv:2302.09042, 2023
52023
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing
A Shrivastava, S Desai, A Gupta, A Elkahky, A Livshits, A Zotov, A Aly
arXiv preprint arXiv:2202.00901, 2022
52022
Muppet: massive multi-task representations with pre-finetuning. 2021
A Aghajanyan, A Gupta, A Shrivastava, X Chen, L Zettlemoyer, S Gupta
URL https://arxiv. org/abs/2101.11038, 0
3
TreePiece: Faster Semantic Parsing via Tree Tokenization
S Wang, A Shrivastava, S Livshits
arXiv preprint arXiv:2303.17161, 2023
22023
Muppet: Massive multi-task representations with pre-finetuning. arXiv
A Aghajanyan, A Gupta, A Shrivastava, X Chen, L Zettlemoyer, S Gupta
22021
Better fine-tuning by reducing representational collapse
A Armen, S Akshat, G Anchit, G Naman, G Sonal
arXiv preprint arXiv:2008.03156, 2020
22020
Augmenting text for spoken language understanding with Large Language Models
R Sharma, S Kim, D Lazar, T Le, A Shrivastava, K Ahn, P Kansal, L Sari, ...
arXiv preprint arXiv:2309.09390, 2023
12023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding
S Kim, A Shrivastava, D Le, J Lin, O Kalinli, ML Seltzer
arXiv preprint arXiv:2307.12134, 2023
12023
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