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When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems


May 24, 2022
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

* 15 pages 

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The Curious Case of Control


May 24, 2022
Elias Stengel-Eskin, Benjamin Van Durme

* 11 pages 

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Visual Commonsense in Pretrained Unimodal and Multimodal Models


May 04, 2022
Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, Elias Stengel-Eskin

* To appear in NAACL 2022 

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Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images


Oct 01, 2021
Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Tran, Benjamin Van Durme, Alan Yuille

* To appear in ICCV2021; Code at https://github.com/Lizw14/CaliCO.git 

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Joint Universal Syntactic and Semantic Parsing


Apr 12, 2021
Elias Stengel-Eskin, Kenton Murray, Sheng Zhang, Aaron Steven White, Benjamin Van Durme

* To appear: TACL 2021 

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Iterative Paraphrastic Augmentation with Discriminative Span Alignment


Jul 01, 2020
Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme


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Transductive Parsing for Universal Decompositional Semantics


Oct 23, 2019
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme


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The Universal Decompositional Semantics Dataset and Decomp Toolkit


Sep 30, 2019
Aaron Steven White, Elias Stengel-Eskin, Siddharth Vashishtha, Venkata Govindarajan, Dee Ann Reisinger, Tim Vieira, Keisuke Sakaguchi, Sheng Zhang, Francis Ferraro, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme


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A Discriminative Neural Model for Cross-Lingual Word Alignment


Sep 01, 2019
Elias Stengel-Eskin, Tzu-Ray Su, Matt Post, Benjamin Van Durme

* EMNLP 2019 

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