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Eric Wallace

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UC Berkeley

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Fellowships,Awards &Honors：
AI2 Intern of the Year, 2019
EMNLP Best Demo Award, 2019
EMNLP Travel Award 2018
EMNLP Best Reviewer Award, 2018
AIAA Student Conference Best Paper, 2017
Lockheed Martin Corporate Partners Scholarship, 2017
Yurie/Jeong H. Kim Scholarship, 2016
Leidos Corporate Partners Scholarship, 2016
University of Maryland Presidential Scholarship, 2014
Eagle Scout, 2012

Papers21 papers

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Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers

Li Zhuohan,Wallace Eric,Shen Sheng,Lin Kevin,Keutzer Kurt,Klein Dan,Gonzalez Joseph E.

Cited by15Bibtex

Extracting Training Data from Large Language Models

Nicholas Carlini,Florian Tramer,Eric Wallace,Matthew Jagielski,Ariel Herbert-Voss,Katherine Lee, Adam Roberts,Tom Brown,Dawn Song, Ulfar Erlingsson,Alina Oprea,Colin Raffel

Bibtex

AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts

Taylor Shin, Yasaman Razeghi, Robert L. Logan IV,Eric Wallace,Sameer Singh

empirical methods in natural language processing, pp.4222-4235, (2020)

Bibtex

Customizing Triggers with Concealed Data Poisoning

Eric Wallace, Tony Z. Zhao, Shi Feng,Sameer Singh

Bibtex

Gradient-based Analysis of NLP Models is Manipulable

Junlin Wang, Jens Tuyls,Eric Wallace,Sameer Singh

EMNLP, pp.247-258, (2020)

EIBibtex

AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts

Taylor Shin, Yasaman Razeghi, Robert L Logan IV,Eric Wallace,Sameer Singh

EMNLP 2020, (2020)

Bibtex

Imitation Attacks and Defenses for Black box Machine Translation Systems

Wallace Eric, Stern Mitchell,Song Dawn

EMNLP 2020, pp.5531-5546, (2020)

Cited by1Bibtex

Pretrained Transformers Improve Out-of-Distribution Robustness

Hendrycks Dan,Liu Xiaoyuan,Wallace Eric,Dziedzic Adam, Krishnan Rishabh,Song Dawn

ACL, pp.2744-2751, (2020)

Cited by4EIBibtex

Evaluating NLP Models via Contrast Sets

Gardner Matt,Artzi Yoav, Basmova Victoria,Berant Jonathan,Bogin Ben, Chen Sihao,Dasigi Pradeep, Dua Dheeru,Elazar Yanai, Gottumukkala Ananth,Gupta Nitish, Hajishirzi Hanna

Bibtex

Interpreting Predictions of NLP Models

Eric Wallace,Matt Gardner,Sameer Singh

EMNLP, pp.20-23, (2020)

EIBibtex

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Wallace Eric, Tuyls Jens, Wang Junlin,Subramanian Sanjay,Gardner Matt,Singh Sameer

EMNLP/IJCNLP (3), pp.7-12, (2019)

Cited by6EIBibtex

Misleading Failures of Partial-input Baselines

Shi Feng,Eric Wallace,Jordan L. Boyd-Graber

ACL (1), pp.5533-5538, (2019)

EIBibtex

Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples

Eric Wallace, Pedro Rodriguez,Shi Feng, Ikuya Yamada,Jordan L. Boyd-Graber

TACL, (2019): 387-401

EIBibtex

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Eric Wallace, Yizhong Wang,Sujian Li,Sameer Singh,Matt Gardner

EMNLP/IJCNLP (1), pp.5306-5314, (2019)

Cited by13EIBibtex

Universal Adversarial Triggers for Attacking and Analyzing NLP

Eric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner,Sameer Singh

EMNLP/IJCNLP (1), pp.2153-2162, (2019)

Cited by46EIBibtex

Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question Answering

Eric Wallace, Pedro Rodriguez,Shi Feng, Ikuya Yamada,Jordan Boyd-Graber

Transactions of the Association for Computational Linguistics, (2019): 387-401

Bibtex

Compositional Questions Do Not Necessitate Multi-hop Reasoning

Sewon Min,Eric Wallace,Sameer Singh,Matt Gardner,Hannaneh Hajishirzi,Luke Zettlemoyer

Meeting of the Association for Computational Linguistics, (2019)

Cited by23EIBibtex

Misleading Failures of Partial-input Baselines

Shi Feng,Eric Wallace,Jordan L. Boyd-Graber

Meeting of the Association for Computational Linguistics, (2019)

Cited by2EIBibtex

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

Sahil Singla,Eric Wallace,Shi Feng,Soheil Feizi

International Conference on Machine Learning, (2019): 5848-5856

Cited by12EIBibtex

Interpreting Neural Networks With Nearest Neighbors

Eric Wallace,Shi Feng,Jordan L. Boyd-Graber

Empirical Methods in Natural Language Processing, (2018): 136-144

Cited by12EIBibtex

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