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
  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
  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

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
  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
  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

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

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

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