2021

  1. Making Pre-trained Language Models Better Few-shot Learners
    Tianyu Gao*, Adam Fisch*, and Danqi Chen
    In the 59th Annual Meeting of the Association for Computational Linguistics (ACL)
    * = Equal contribution.
  2. Consistent Accelerated Inference via Confident Adaptive Transformers
    Tal Schuster*, Adam Fisch*, Tommi Jaakkola, and Regina Barzilay
    Arxiv Preprint
    * = Equal contribution.
  3. Few-shot Conformal Prediction with Auxiliary Tasks
    Adam Fisch, Tal Schuster, Tommi Jaakkola, and Regina Barzilay
    In the 38th International Conference on Machine Learning (ICML)
  4. Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
    Tal Schuster, Adam Fisch, and Regina Barzilay
    In the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
  5. Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
    Adam Fisch*, Tal Schuster*, Tommi Jaakkola, and Regina Barzilay
    In the 9th International Conference on Learning Representations (ICLR)
    * = Equal contribution.

2020

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

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 the 2nd Machine Reading for Reading Comprehension (MRQA) Workshop at EMNLP
  2. Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers
    Adam Fisch, Jiang Guo, and Regina Barzilay
    In the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    * = Equal contribution.

2018

  1. StarSpace: Embed All The Things!
    Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, and Jason Weston
    In the 31st AAAI Conference on Artificial Intelligence (AAAI)

2017

  1. Reading Wikipedia to Answer Open-Domain Questions
    Danqi Chen, Adam Fisch, Jason Weston, and Antoine Bordes
    In the 55th Annual Meeting of the Association for Computational Linguistics (ACL)
  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 the 2017 Conference on Empirical Methods on Natural Language Processing (EMNLP)

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 the 2016 Conference on Empirical Methods on Natural Language Processing (EMNLP)

2015

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