On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic EvaluationWei ZhangZiming Huanget al.2021ACL-IJCNLP 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation LearningWei ZhangMurray Campbellet al.2021AAAI 2021
A Decentralized Parallel Algorithm for Training Generative Adversarial NetsMingrui LiuWei Zhanget al.2020NeurIPS 2020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training Chia-Yu ChenJiamin Niet al.2020NeurIPS 2020
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets Mingrui LiuYoussef Mrouehet al.2020ICLR 2020