Text Representation using Convolutional Networks.
PhD thesis, 2019
Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation.
CoRR, 2018
Byte-Level Recursive Convolutional Auto-Encoder for Text.
CoRR, 2018
Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?
CoRR, 2017
Universum Prescription: Regularization Using Unlabeled Data.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems.
Proceedings of the 4th International Conference on Learning Representations, 2016
Text Understanding from Scratch.
CoRR, 2015
Character-level Convolutional Networks for Text Classification.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks.
Proceedings of the 2nd International Conference on Learning Representations, 2014