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Calibrate Before Use: Improving Few-Shot Performance of Language Models


Feb 19, 2021
Tony Z. Zhao, Eric Wallace, Shi Feng, Dan Klein, Sameer Singh


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A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training


Jan 15, 2021
Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang

* Accepted by AAAI 2021;10 pages,6 figures 

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Customizing Triggers with Concealed Data Poisoning


Oct 23, 2020
Eric Wallace, Tony Z. Zhao, Shi Feng, Sameer Singh


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Universal Adversarial Triggers for Attacking and Analyzing NLP


Aug 29, 2019
Eric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner, Sameer Singh

* EMNLP 2019 

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Universal Adversarial Triggers for NLP


Aug 20, 2019
Eric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner, Sameer Singh

* EMNLP 2019 

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Misleading Failures of Partial-input Baselines


May 14, 2019
Shi Feng, Eric Wallace, Jordan Boyd-Graber

* ACL 2019 

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Quizbowl: The Case for Incremental Question Answering


Apr 09, 2019
Pedro Rodriguez, Shi Feng, Mohit Iyyer, He He, Jordan Boyd-Graber


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Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation


Feb 01, 2019
Sahil Singla, Eric Wallace, Shi Feng, Soheil Feizi


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What can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play


Oct 24, 2018
Shi Feng, Jordan Boyd-Graber


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Interpreting Neural Networks With Nearest Neighbors


Sep 08, 2018
Eric Wallace, Shi Feng, Jordan Boyd-Graber

* EMNLP 2018 BlackboxNLP 

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Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions


Sep 07, 2018
Eric Wallace, Pedro Rodriguez, Shi Feng, Jordan Boyd-Graber


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Pathologies of Neural Models Make Interpretations Difficult


Aug 28, 2018
Shi Feng, Eric Wallace, Alvin Grissom II, Mohit Iyyer, Pedro Rodriguez, Jordan Boyd-Graber

* EMNLP 2018 camera ready 

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The UMD Neural Machine Translation Systems at WMT17 Bandit Learning Task


Aug 07, 2017
Amr Sharaf, Shi Feng, Khanh Nguyen, Kianté Brantley, Hal Daumé III

* 7 pages, 1 figure, WMT 2017 Bandit Learning Task 

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Implicit Distortion and Fertility Models for Attention-based Encoder-Decoder NMT Model


Jan 22, 2016
Shi Feng, Shujie Liu, Mu Li, Ming Zhou

* 11 pages, updated details 

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