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A Survey of Data Augmentation Approaches for NLP


May 07, 2021
Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard Hovy

* Accepted to ACL 2021 Findings 

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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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A Data-Centric Framework for Composable NLP Workflows


Mar 03, 2021
Zhengzhong Liu, Guanxiong Ding, Avinash Bukkittu, Mansi Gupta, Pengzhi Gao, Atif Ahmed, Shikun Zhang, Xin Gao, Swapnil Singhavi, Linwei Li, Wei Wei, Zecong Hu, Haoran Shi, Xiaodan Liang, Teruko Mitamura, Eric P. Xing, Zhiting Hu

* 8 pages, 4 figures, EMNLP 2020 

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Understanding the Role of Scene Graphs in Visual Question Answering


Jan 17, 2021
Vinay Damodaran, Sharanya Chakravarthy, Akshay Kumar, Anjana Umapathy, Teruko Mitamura, Yuta Nakashima, Noa Garcia, Chenhui Chu


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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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A Dataset and Baselines for Visual Question Answering on Art


Aug 28, 2020
Noa Garcia, Chentao Ye, Zihua Liu, Qingtao Hu, Mayu Otani, Chenhui Chu, Yuta Nakashima, Teruko Mitamura


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Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations


Jul 23, 2019
Vinayshekhar Bannihatti Kumar, Ashwin Srinivasan, Aditi Chaudhary, James Route, Teruko Mitamura, Eric Nyberg

* Accepted in ACL challenge MediQA as part of the BioNLP workshop 

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Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment


Jul 01, 2019
Hemant Pugaliya, Karan Saxena, Shefali Garg, Sheetal Shalini, Prashant Gupta, Eric Nyberg, Teruko Mitamura


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The ARIEL-CMU Systems for LoReHLT18


Feb 24, 2019
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown


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Automatic Event Salience Identification


Sep 03, 2018
Zhengzhong Liu, Chenyan Xiong, Teruko Mitamura, Eduard Hovy

* EMNLP 2018, 11 pages. Datasets, models and codes: https://github.com/hunterhector/EventSalience 

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Graph-Based Decoding for Event Sequencing and Coreference Resolution


Jun 13, 2018
Zhengzhong Liu, Teruko Mitamura, Eduard Hovy

* 13 pages. COLING 2018 

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