Publications

* Equal contribution.

2022

  1. Preprint
    FRAME: Evaluating Faithfulness Metrics for Free-Text Rationales
    A. Chan, S. Nie, L. Tan, X. Peng, L. Mathias, H. Firooz, M. Sanjabi, and X. Ren
    Preprint, 2022
    PDF
  2. TrustNLP
    ER-Test: Evaluating Explanation Regularization Methods for NLP Models
    B. Joshi*, A. Chan*, Z. Liu, S. Nie, M. Sanjabi, H. Firooz, and X. Ren
    TrustNLP Workshop at NAACL, 2022
    arXiv PDF
  3. ICML
    UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
    A. Chan, M. Sanjabi, L. Mathias, L. Tan, S. Nie, X. Peng, X. Ren, and H. Firooz
    International Conference on Machine Learning (ICML), 2022
    arXiv PDF

2021

  1. NeurIPS
    SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
    A. Chan, J. Xu, B. Long, S. Sanyal, T. Gupta, and X. Ren
    Advances in Neural Information Processing Systems (NeurIPS), 2021
    arXiv PDF Code
  2. ACL Findings
    Learning Contextualized Knowledge Structures for Commonsense Reasoning
    J. Yan, M. Raman, A. Chan, T. Zhang, R. Rossi, H. Zhao, S. Kim, N. Lipka, and X. Ren
    Findings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2021
    arXiv PDF Code
  3. ICLR
    Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
    M. Raman, A. Chan*, S. Agarwal*, P. Wang, H. Wang, S. Kim, R. Rossi, H. Zhao, N. Lipka, and X. Ren
    International Conference on Learning Representations (ICLR), 2021
    arXiv PDF Code

2018

  1. CVPR
    Egocentric Basketball Motion Planning from a Single First-Person Image
    G. Bertasius, A. Chan, and J. Shi
    Conference on Computer Vision and Pattern Recognition (CVPR), 2018
    arXiv PDF

2017

  1. ICRA
    6-DoF Object Pose from Semantic Keypoints
    G. Pavlakos, X. Zhou, A. Chan, K.G. Derpanis, and K. Daniilidis
    International Conference on Robotics and Automation (ICRA), 2017
    arXiv PDF Code

2016

  1. ACIVS
    Scalable Vision System for Mouse Homecage Ethology
    G. Salem, J. Krynitsky, B. Kirkland, E. Lin, A. Chan, S. Anfinrud, S. Anderson, M. Garmendia-Cedillos, R. Belayachi, J. Alonso-Cruz, J. Yu, A. Iano-Fletcher, G. Dold, T. Talbot, A.V. Kravitz, J.B. Mitchell, G. Wu, J.U. Dennis, M. Hayes, K. Branson, and T. Pohida
    Advanced Concepts for Intelligent Vision Systems (ACIVS), 2016
    PDF Website