| Alexa teacher model: Pretraining and distilling multi-billion-parameter encoders for natural language understanding systems J FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 63 | 2022 |
| Zero-shot generalization in dialog state tracking through generative question answering S Li, J Cao, M Sridhar, H Zhu, SW Li, W Hamza, J McAuley arXiv preprint arXiv:2101.08333, 2021 | 36 | 2021 |
| Learning robust dialog policies in noisy environments M Fazel-Zarandi, SW Li, J Cao, J Casale, P Henderson, D Whitney, ... arXiv preprint arXiv:1712.04034, 2017 | 25 | 2017 |
| Style attuned pre-training and parameter efficient fine-tuning for spoken language understanding J Cao, J Wang, W Hamza, K Vanee, SW Li arXiv preprint arXiv:2010.04355, 2020 | 9 | 2020 |
| Instilling type knowledge in language models via multi-task QA S Li, M Sridhar, CS Prakash, J Cao, W Hamza, J McAuley arXiv preprint arXiv:2204.13796, 2022 | 8 | 2022 |
| Towards semi-supervised semantics understanding from speech CI Lai, J Cao, S Bodapati, SW Li arXiv preprint arXiv:2011.06195, 2020 | 6 | 2020 |
| Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU J Cao, CS Prakash, W Hamza Findings of the Association for Computational Linguistics: NAACL 2022, 857-866, 2022 | 2 | 2022 |
| Alexa Teacher Models JGM FitzGerald, S Ananthakrishnan, K Arkoudas, D Bernardi, A Bhagia, ... ICON, 2021 | 2 | 2021 |
| Shared encoder for natural language understanding processing JJ Hueser, F Triefenbach, CS Prakash, J Cao, W Hamza, M Momotko US Patent App. 17/690,609, 2023 | | 2023 |
| Identifying Controversial Pairs in Item-to-Item Recommendations J Shen, D VR Oliveira, J Cao, B Knott, G Gu, S Vijaya Raghavan, Y Jin, ... Proceedings of the 17th ACM Conference on Recommender Systems, 671-674, 2023 | | 2023 |
| [Industry] Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding J Hueser, J Gaspers, T Gueudre, C Prakash, J Cao, D Sorokin, Q Do, ... The 61st Annual Meeting Of The Association For Computational Linguistics, 2023 | | 2023 |
| Sharing encoder representations across languages, domains and tasks in large-scale spoken language understanding J Hueser, J Gaspers, T Gueudre, C Prakash, J Cao, D Sorokin, Q Do, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | | 2023 |
Wael HamzaAmazonVerified email at amazon.com
