Calibration of pre-trained transformers S Desai, G Durrett arXiv preprint arXiv:2003.07892, 2020 | 294 | 2020 |
Understanding neural abstractive summarization models via uncertainty J Xu, S Desai, G Durrett arXiv preprint arXiv:2010.07882, 2020 | 48 | 2020 |
Evaluating lottery tickets under distributional shifts S Desai, H Zhan, A Aly arXiv preprint arXiv:1910.12708, 2019 | 48 | 2019 |
Detecting perceived emotions in hurricane disasters S Desai, C Caragea, JJ Li arXiv preprint arXiv:2004.14299, 2020 | 35 | 2020 |
Compressive summarization with plausibility and salience modeling S Desai, J Xu, G Durrett arXiv preprint arXiv:2010.07886, 2020 | 27 | 2020 |
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 | 25 | 2021 |
Adaptive ensembling: Unsupervised domain adaptation for political document analysis S Desai, B Sinno, A Rosenfeld, JJ Li arXiv preprint arXiv:1910.12698, 2019 | 19 | 2019 |
Diagnosing transformers in task-oriented semantic parsing S Desai, A Aly arXiv preprint arXiv:2105.13496, 2021 | 13 | 2021 |
Low-resource task-oriented semantic parsing via intrinsic modeling S Desai, A Shrivastava, A Zotov, A Aly arXiv preprint arXiv:2104.07224, 2021 | 11 | 2021 |
Lightweight convolutional representations for on-device natural language processing S Desai, G Goh, A Babu, A Aly arXiv preprint arXiv:2002.01535, 2020 | 8 | 2020 |
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 | 7 | 2022 |
Systems and Methods for Implementing Smart Assistant Systems SJ Mielke, AD Szlam, E Dinan, YL Boureau, MM Khorshid, J Dohmann, ... US Patent App. 17/938,561, 2023 | 3 | 2023 |
Contemporary NLP Modeling in Six Comprehensive Programming Assignments G Durrett, J Chen, S Desai, T Goyal, L Kabela, Y Onoe, J Xu Proceedings of the Fifth Workshop on Teaching NLP, 99-103, 2021 | 3 | 2021 |
Span pointer networks for non-autoregressive task-oriented semantic parsing for assistant systems A Shrivastava, I Pierce, J Chuang, A Babu, S Desai, A Arora, ... US Patent 12,045,568, 2024 | 2 | 2024 |
Systems and Methods for Implementing Smart Assistant Systems A Shrivastava, S Desai, A Gupta, A Elkahky, A Livshits, A Kolmykov-Zotov, ... US Patent App. 18/157,413, 2023 | 1 | 2023 |
Accelerating natural language understanding in task-oriented dialog O Ahuja, S Desai arXiv preprint arXiv:2006.03701, 2020 | 1 | 2020 |
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing for Assistant Systems A Shrivastava, I Pierce, J Chuang, A Babu, S Desai, A Arora, ... US Patent App. 18/742,040, 2025 | | 2025 |
Data Synthesis for Domain Development of Natural Language Understanding for Assistant Systems S Desai, TF Levin, B Moran, D Difranco, A Kolmykov-Zotov US Patent App. 17/747,345, 2023 | | 2023 |
Assessing Data Efficiency in Task-Oriented Semantic Parsing S Desai, A Shrivastava, J Rill, B Moran, S Saleem, A Zotov, A Aly arXiv preprint arXiv:2107.04736, 2021 | | 2021 |