Research Areas

Research Areas

  • A Globally Normalized Neural Model for Semantic Parsing

    C. Huang, W. Yang, Y. Cao, O. R. Zaïane, and L. Mou. ACL | IJCNLP Workshop, 2021

    Publication

  • TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface

    *P. Xu, *W. Zi, H. Shahidi, A. Kádár, K. Tang, W. Yang, J. Ateeq, H. Barot, M. Alon, and Y. Cao. ACL | IJCNLP, 2021

    Publication

  • Optimizing Deeper Transformers on Small Datasets

    P. Xu, D. Kumar, W. Yang, W. Zi, K. Tang, C. Huang, J. Chi Kit Cheung, S. Prince, and Y. Cao. ACL | IJCNLP, 2021

    Publication

  • Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data

    S. Norouzi, K. Tang, and Y. Cao. ACL | IJCNLP, 2021

    Publication

  • Unsupervised Multilingual Alignment using Wasserstein Barycenter

    X. Lian, K. Jain, J. Truszkowski, P. Poupart, and Y. Yu. IJCAI, 2020

    ; Unsupervised Learning

    Publication

  • Better Long-Range Dependency by Bootstrapping A Mutual Information Regularizer

    *Y. Cao, and *P. Xu. AISTATS, 2021

    Learning And Generalization;

    Publication

  • A Cross-Domain Transferable Neural Coherence Model

    P. Xu, H. Saghir, J. Kang, L. Long, A. J. Bose, and Y. Cao. ACL, 2019

    Publication

  • Compositional Hard Negatives for Visual Semantic Embeddings via an Adversary

    *A. J. Bose, *H. Ling, and Y. Cao. NeurIPS Workshop, 2018

    Computer Vision; ; Responsible AI

    Publication