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Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models


Sep 08, 2021
Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal


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SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation


Aug 15, 2021
Steven Y. Feng, Jessica Huynh, Chaitanya Narisetty, Eduard Hovy, Varun Gangal

* INLG 2021. Code available at https://github.com/styfeng/SAPPHIRE 

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A Survey of Data Augmentation Approaches for NLP


May 29, 2021
Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard Hovy

* Accepted to ACL 2021 Findings. GitHub repo with paper list at https://github.com/styfeng/DataAug4NLP 

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NAREOR: The Narrative Reordering Problem


Apr 14, 2021
Varun Gangal, Steven Y. Feng, Eduard Hovy, Teruko Mitamura


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GenAug: Data Augmentation for Finetuning Text Generators


Oct 10, 2020
Steven Y. Feng, Varun Gangal, Dongyeop Kang, Teruko Mitamura, Eduard Hovy

* EMNLP 2020 Deep Learning Inside Out (DeeLIO) Workshop; Code available at https://github.com/styfeng/GenAug 

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ALOHA: Artificial Learning of Human Attributes for Dialogue Agents


Nov 21, 2019
Aaron W. Li, Veronica Jiang, Steven Y. Feng, Julia Sprague, Wei Zhou, Jesse Hoey

* AAAI 2020 

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Follow Alice into the Rabbit Hole: Giving Dialogue Agents Understanding of Human Level Attributes


Oct 18, 2019
Aaron W. Li, Veronica Jiang, Steven Y. Feng, Julia Sprague, Wei Zhou, Jesse Hoey

* Under review at AAAI 2020 

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