| Gemini: a family of highly capable multimodal models G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ... arXiv preprint arXiv:2312.11805, 2023 | 523 | 2023 |
| 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 |
| Alexatm 20b: Few-shot learning using a large-scale multilingual seq2seq model S Soltan, S Ananthakrishnan, J FitzGerald, R Gupta, W Hamza, H Khan, ... arXiv preprint arXiv:2208.01448, 2022 | 61 | 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 |
| Automatic discovery of novel intents & domains from text utterances N Vedula, R Gupta, A Alok, M Sridhar arXiv preprint arXiv:2006.01208, 2020 | 16 | 2020 |
| Alexatm 20b: Few-shot learning using a large-scale multilingual seq2seq model, 2022 S Soltan, S Ananthakrishnan, J FitzGerald, R Gupta, W Hamza, H Khan, ... URL https://arxiv. org/abs/2208.01448 94, 0 | 9 | |
| 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 |
| AlexaTM 20B: Few-shot learning using a large-scale multilingual seq2seq model. arXiv 2022 S Soltan, S Ananthakrishnan, J FitzGerald, R Gupta, W Hamza, H Khan, ... arXiv preprint arXiv:2208.01448, 2022 | 5 | 2022 |
| Towards realistic single-task continuous learning research for NER J Payan, Y Merhav, H Xie, S Krishna, A Ramakrishna, M Sridhar, R Gupta arXiv preprint arXiv:2110.14694, 2021 | 5 | 2021 |
| Advin: Automatically discovering novel domains and intents from user text utterances N Vedula, R Gupta, A Alok, M Sridhar, S Ananthakrishnan ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 4 | 2022 |
| Low-Resource Compositional Semantic Parsing with Concept Pretraining S Rongali, M Sridhar, H Khan, K Arkoudas, W Hamza, A McCallum arXiv preprint arXiv:2301.09809, 2023 | 1 | 2023 |
| Knowledge Informed Semantic Parsing for Conversational Question Answering R Thirukovalluru, M Sridhar, D Thai, S Chanumolu, N Monath, ... Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP …, 2021 | 1 | 2021 |
| An empirical analysis of leveraging knowledge for low-resource task-oriented semantic parsing M Kulkarni, A Zhong, NG Des Mesnards, S Movaghati, M Sridhar, H Xie, ... Findings of the Association for Computational Linguistics: ACL 2023, 1955-1969, 2023 | | 2023 |
| Alexa Teacher Model (AlexaTM 20B) S Soltan, S Ananthakrishnan, JGM FitzGerald, R Gupta, W Hamza, ... Image, 2023 | | 2023 |
