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Yijun Xiao
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Year
Efficient character-level document classification by combining convolution and recurrent layers
Y Xiao, K Cho
arXiv e-prints, arXiv: 1602.00367, 2016
2752016
Quantifying uncertainties in natural language processing tasks
Y Xiao, WY Wang
Proceedings of the AAAI conference on artificial intelligence 33 (01), 7322-7329, 2019
1382019
On hallucination and predictive uncertainty in conditional language generation
Y Xiao, WY Wang
arXiv preprint arXiv:2103.15025, 2021
932021
Dirichlet variational autoencoder for text modeling
Y Xiao, T Zhao, WY Wang
arXiv preprint arXiv:1811.00135, 2018
282018
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
182018
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
162018
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
142018
Disentangled representation learning with Wasserstein total correlation
Y Xiao, WY Wang
arXiv preprint arXiv:1912.12818, 2019
122019
Why neural machine translation prefers empty outputs
X Shi, Y Xiao, K Knight
arXiv preprint arXiv:2012.13454, 2020
102020
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
52017
Text modeling with syntax-aware variational autoencoders
Y Xiao, WY Wang
arXiv preprint arXiv:1908.09964, 2019
12019
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
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Articles 1–13