Yufan Jiang

Learning Architectures from an Extended Search Space for Language Modeling

2020

Neural architecture search (NAS) has advanced significantly in recent years but most NAS systems restrict search to learning architectures of a recurrent or convolutional cell. In this paper, we extend the search space of NAS. …

Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition

2019

Yufan Jiang, Chi Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.