| Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Y Su, L Shu, E Mansimov, A Gupta, D Cai, YA Lai, Y Zhang ACL 2022, 2021 | 157 | 2021 |
| Prune: Preserving proximity and global ranking for network embedding YA Lai, CC Hsu, WH Chen, MY Yeh, SD Lin Advances in neural information processing systems 30, 2017 | 72 | 2017 |
| Unsupervised ranking using graph structures and node attributes CC Hsu, YA Lai, WH Chen, MH Feng, SD Lin Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017 | 42 | 2017 |
| Efficient Domain Adaptation of Language Models via Adaptive Tokenization V Sachidananda, JS Kessler, Y Lai SustaiNLP workshop at EMNLP 2021, 2021 | 19 | 2021 |
| Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections YA Lai, X Zhu, Y Zhang, M Diab Proceedings of the 12th Language Resources and Evaluation Conference (LREC), 2020 | 14 | 2020 |
| Context analysis for pre-trained masked language models YA Lai, G Lalwani, Y Zhang Findings of the Association for Computational Linguistics: EMNLP 2020, 3789-3804, 2020 | 12 | 2020 |
| Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates Y Xie, Y Lai, Y Xiong, Y Zhang, S Soatto ACL/IJCNLP - Proceedings of the 59th Annual Meeting of the Association for …, 2021 | 9 | 2021 |
| DeepRank: improving unsupervised node ranking via link discovery YA Lai, CC Hsu, WH Chen, MY Yeh, SD Lin Data Mining and Knowledge Discovery 33, 474-498, 2019 | 7 | 2019 |
| Measuring and Reducing Model Update Regression in Structured Prediction for NLP D Cai, E Mansimov, YA Lai, Y Su, L Shu, Y Zhang NeurIPS 2022, 2022 | 5 | 2022 |
| Attribute-aware Collaborative Filtering: Survey and Classification WH Chen, CC Hsu, YA Lai, V Liu, MY Yeh, SD Lin arXiv preprint arXiv:1810.08765, 2018 | 5 | 2018 |
| Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation YA Lai, A Gupta, Y Zhang Proceedings of the 23rd Conference on Computational Natural Language …, 2019 | 3 | 2019 |
| DeAL: Decoding-time Alignment for Large Language Models JY Huang, S Sengupta, D Bonadiman, Y Lai, A Gupta, N Pappas, ... arXiv preprint arXiv:2402.06147, 2024 | 2 | 2024 |
| Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion YA Lai, E Mansimov, Y Xie, Y Zhang Findings of the Association for Computational Linguistics: EACL 2023, 2023 | 1 | 2023 |
| Backward Compatibility During Data Updates by Weight Interpolation R Schumann, E Mansimov, YA Lai, N Pappas, X Gao, Y Zhang arXiv preprint arXiv:2301.10546, 2023 | 1 | 2023 |
Yi ZhangPrincipal Applied Scientist, AWS AI HLTVerified email at amazon.com
