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Probing Text Models for Common Ground with Visual Representations

May 01, 2020
Gabriel Ilharco, Rowan Zellers, Ali Farhadi, Hannaneh Hajishirzi


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Evaluating Machines by their Real-World Language Use

Apr 07, 2020
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi

* Project page at https://rowanzellers.com/advice 

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Adversarial Filters of Dataset Biases

Feb 20, 2020
Ronan Le Bras, Swabha Swayamdipta, Chandra Bhagavatula, Rowan Zellers, Matthew E. Peters, Ashish Sabharwal, Yejin Choi


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PIQA: Reasoning about Physical Commonsense in Natural Language

Nov 26, 2019
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, Yejin Choi

* AAAI 2020 

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Defending Against Neural Fake News

May 29, 2019
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi

* https://rowanzellers.com/grover 

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HellaSwag: Can a Machine Really Finish Your Sentence?

May 19, 2019
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi

* ACL 2019. Project page at https://rowanzellers.com/hellaswag 

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From Recognition to Cognition: Visual Commonsense Reasoning

Nov 27, 2018
Rowan Zellers, Yonatan Bisk, Ali Farhadi, Yejin Choi

* 27 pages, 19 figures 

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SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

Aug 16, 2018
Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi

* EMNLP 2018 

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Neural Motifs: Scene Graph Parsing with Global Context

Mar 29, 2018
Rowan Zellers, Mark Yatskar, Sam Thomson, Yejin Choi

* CVPR 2018 camera ready 

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Zero-Shot Activity Recognition with Verb Attribute Induction

Sep 02, 2017
Rowan Zellers, Yejin Choi

* accepted to EMNLP 2017 

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MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos

Aug 12, 2016
Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency

* IEEE Intelligent Systems 31.6 (2016): 82-88 
* Accepted as Journal Publication in IEEE Intelligent Systems 

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