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Few-shot Conformal Prediction with Auxiliary Tasks

Feb 17, 2021
Adam Fisch, Tal Schuster, Tommi Jaakkola, Regina Barzilay


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Making Pre-trained Language Models Better Few-shot Learners

Dec 31, 2020
Tianyu Gao, Adam Fisch, Danqi Chen


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CapWAP: Captioning with a Purpose

Nov 09, 2020
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay

* EMNLP 2020 

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Relaxed Conformal Prediction Cascades for Efficient Inference Over Many Labels

Jul 08, 2020
Adam Fisch, Tal Schuster, Tommi Jaakkola, Regina Barzilay


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MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension

Oct 22, 2019
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen

* EMNLP 2019 Workshop on Machine Reading for Question Answering 

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Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers

Sep 20, 2019
Adam Fisch, Jiang Guo, Regina Barzilay

* EMNLP 2019 

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ParlAI: A Dialog Research Software Platform

Mar 08, 2018
Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston


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StarSpace: Embed All The Things!

Nov 21, 2017
Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston


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Reading Wikipedia to Answer Open-Domain Questions

Apr 28, 2017
Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes

* ACL2017, 10 pages 

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Key-Value Memory Networks for Directly Reading Documents

Oct 10, 2016
Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston


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