Publications

* Equal contribution.

2022

  1. NeurIPS
    PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
    P. Wang, A. Chan, F. Ilievski, M. Chen, and X. Ren
    {TL4NLP, TSRML} Workshop at NeurIPS, 2022
  2. arXiv
    XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models
    D. Lee*, A. Kadakia*, B. Joshi, A. Chan, Z. Liu, K. Narahari, T. Shibuya, R. Mitani, T. Sekiya, J. Pujara, and X. Ren
    arXiv, 2022
  3. EMNLP
    FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales
    A. Chan, S. Nie, L. Tan, X. Peng, H. Firooz, M. Sanjabi, and X. Ren
    BlackboxNLP Workshop at EMNLP, 2022
  4. EMNLP
    ER-Test: Evaluating Explanation Regularization Methods for NLP Models
    B. Joshi*, A. Chan*, Z. Liu*, S. Nie, M. Sanjabi, H. Firooz, and X. Ren
    Findings of EMNLP, 2022
  5. 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
    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
    NeurIPS, 2021
  2. ACL
    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 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
    ICLR, 2021

2018

  1. CVPR
    Egocentric Basketball Motion Planning from a Single First-Person Image
    G. Bertasius, A. Chan, and J. Shi
    CVPR, 2018

2017

  1. ICRA
    6-DoF Object Pose from Semantic Keypoints
    G. Pavlakos, X. Zhou, A. Chan, K.G. Derpanis, and K. Daniilidis
    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
    ACIVS, 2016