Publications

Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, and Salim Roukos
EMNLP 2021: the 2021 Conference on Empirical Methods in Natural Language Processing
[Code]

AMR Parsing with Action-Pointer Transformer
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, and Radu Florian
NAACL 2021: the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
[Code]

Improving Non-autoregressive Neural Machine Translation with Monolingual Data
Jiawei Zhou, and Phillip Keung
ACL 2020: the 58th Annual Meeting of the Association for Computational Linguistics
[Code]

Automating Botnet Detection with Graph Neural Networks
Jiawei Zhou, Zhiying Xu, Alexander M. Rush, Minlan Yu
MLSys 2020 workshop: AutoML for Networking and Systems Workshop of MLSys 2020 Conference
[Code]

Simple Unsupervised Summarization by Contextual Matching
Jiawei Zhou, and Alexander M. Rush
ACL 2019: the 57th Annual Meeting of the Association for Computational Linguistics
[Code]

Asymptotically optimal prediction for time-varying data generating processes
Jie Ding, Jiawei Zhou, and Vahid Tarokh
TIT: IEEE Transactions on Information Theory, 2018