2021

  1. Making Pre-trained Language Models Better Few-shot Learners
    Tianyu Gao*, Adam Fisch*, and Danqi Chen
    Arxiv Preprint 2021
    * = Equal contribution.
  2. Consistent Accelerated Inference via Confident Adaptive Transformers
    Tal Schuster*, Adam Fisch*, Tommi Jaakkola, and Regina Barzilay
    Arxiv Preprint 2021
    * = Equal contribution.
  3. Few-shot Conformal Prediction with Auxiliary Tasks
    Adam Fisch, Tal Schuster, Tommi Jaakkola, and Regina Barzilay
    Arxiv Preprint 2021
  4. Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
    Tal Schuster, Adam Fisch, and Regina Barzilay
    In Annual Conference of the North American Chapter of the Association for Computational Linguistics 2021
  5. Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
    Adam Fisch*, Tal Schuster*, Tommi Jaakkola, and Regina Barzilay
    In International Conference on Learning Representations 2021
    * = Equal contribution.

2020

  1. CapWAP: Captioning with a Purpose
    Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan Clark, and Regina Barzilay
    In Conference on Empirical Methods in Natural Language Processing 2020

2019

  1. MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
    Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, and Danqi Chen
    In 2nd Machine Reading for Reading Comprehension (MRQA) Workshop at EMNLP 2019
  2. Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers
    Adam Fisch, Jiang Guo, and Regina Barzilay
    In Conference on Empirical Methods in Natural Language Processing 2019
    * = Equal contribution.

2018

  1. StarSpace: Embed All The Things!
    Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, and Jason Weston
    In AAAI Conference on Artificial Intelligence 2018

2017

  1. Reading Wikipedia to Answer Open-Domain Questions
    Danqi Chen, Adam Fisch, Jason Weston, and Antoine Bordes
    In Annual Meeting of the Association for Computational Linguistics 2017
  2. ParlAI: A Dialog Research Software Platform
    Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Druv Batra, Antoine Bordes, Devi Parikh, and Jason Weston
    In Conference on Empirical Methods on Natural Language Processing 2017

2016

  1. Key-Value Memory Networks for Directly Reading Documents
    Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, and Jason Weston
    In Conference on Empirical Methods on Natural Language Processing 2016

2015

  1. MARVIN: Multimodally Advantaged Robotic Vehicle for Improved Navigation
    Adam Fisch, and Max Shatkhin
    Supervisor: Clarence Rowley and Andrew Houck 2015
    (Calvin Dodd MacCracken Senior Thesis Award)