| Efficient character-level document classification by combining convolution and recurrent layers Y Xiao, K Cho arXiv preprint arXiv:1602.00367, 2016 | 281 | 2016 |
| Quantifying uncertainties in natural language processing tasks Y Xiao, WY Wang Proceedings of the AAAI conference on artificial intelligence 33 (01), 7322-7329, 2019 | 173 | 2019 |
| On hallucination and predictive uncertainty in conditional language generation Y Xiao, WY Wang arXiv preprint arXiv:2103.15025, 2021 | 172 | 2021 |
| Dirichlet variational autoencoder for text modeling Y Xiao, T Zhao, WY Wang arXiv preprint arXiv:1811.00135, 2018 | 29 | 2018 |
| Elastic responding machine for dialog generation with dynamically mechanism selecting G Zhou, P Luo, Y Xiao, F Lin, B Chen, Q He Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 17 | 2018 |
| Implicit regularization of stochastic gradient descent in natural language processing: Observations and implications D Lei, Z Sun, Y Xiao, WY Wang arXiv preprint arXiv:1811.00659, 2018 | 16 | 2018 |
| Disentangled representation learning with Wasserstein total correlation Y Xiao, WY Wang arXiv preprint arXiv:1912.12818, 2019 | 13 | 2019 |
| Tree-structured neural machine for linguistics-aware sentence generation G Zhou, P Luo, R Cao, Y Xiao, F Lin, B Chen, Q He Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 13 | 2018 |
| Why neural machine translation prefers empty outputs X Shi, Y Xiao, K Knight arXiv preprint arXiv:2012.13454, 2020 | 11 | 2020 |
| Generative neural machine for tree structures G Zhou, P Luo, R Cao, Y Xiao, F Lin, B Chen, Q He arXiv preprint arXiv:1705.00321, 2017 | 5 | 2017 |
| Text modeling with syntax-aware variational autoencoders Y Xiao, WY Wang arXiv preprint arXiv:1908.09964, 2019 | 1 | 2019 |
| On Uncertainty and Robustness in Deep Learning for Natural Language Processing Y Xiao University of California, Santa Barbara, 2022 | | 2022 |
| Matrix Factorization for Speech Enhancement P Li, Y Xiao | | |
William Yang WangMellichamp Chair Professor, University of California, Santa BarbaraE-mail megerősítve itt: cs.ucsb.edu