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Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation


Jun 05, 2021
Varun Gangal, Harsh Jhamtani, Eduard Hovy, Taylor Berg-Kirkpatrick

* Findings of ACL 2021 

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More Identifiable yet Equally Performant Transformers for Text Classification


Jun 02, 2021
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard Hovy

* ACL 2021 
* ACL 2021 

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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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Could you give me a hint? Generating inference graphs for defeasible reasoning


May 29, 2021
Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard Hovy

* Findings of the Association for Computational Linguistics: ACL 2021 

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Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes


May 17, 2021
Yohan Jo, Seojin Bang, Chris Reed, Eduard Hovy

* To Appear in TACL 2021 

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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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StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer


Apr 12, 2021
Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency

* NAACL 2021, code available at https://github.com/lvyiwei1/StylePTB/ 

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CURIE: An Iterative Querying Approach for Reasoning About Situations


Apr 05, 2021
Dheeraj Rajagopal, Aman Madaan, Niket Tandon, Yiming Yang, Shrimai Prabhumoye, Abhilasha Ravichander, Peter Clark, Eduard Hovy

* This paper builds upon EIGEN (arXiv:2010.11764) and proposes a general framework for situational reasoning 

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SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers


Mar 23, 2021
Dheeraj Rajagopal, Vidhisha Balachandran, Eduard Hovy, Yulia Tsvetkov


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NoiseQA: Challenge Set Evaluation for User-Centric Question Answering


Feb 16, 2021
Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina, Florian Metze, Eduard Hovy, Alan W Black

* EACL 2021 

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Measuring and Improving Consistency in Pretrained Language Models


Feb 01, 2021
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard Hovy, Hinrich Schütze, Yoav Goldberg


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Exploring Neural Entity Representations for Semantic Information


Nov 17, 2020
Andrew Runge, Eduard Hovy

* Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP 2020, p. 204-216 
* 9 pages, 1 figure 

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Incorporating a Local Translation Mechanism into Non-autoregressive Translation


Nov 12, 2020
Xiang Kong, Zhisong Zhang, Eduard Hovy

* EMNLP 2020 

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Event-Related Bias Removal for Real-time Disaster Events


Nov 02, 2020
Evangelia Spiliopoulou, Salvador Medina Maza, Eduard Hovy, Alexander Hauptmann

* To appear in EMNLP Findings 2020 

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A Dataset for Tracking Entities in Open Domain Procedural Text


Oct 31, 2020
Niket Tandon, Keisuke Sakaguchi, Bhavana Dalvi Mishra, Dheeraj Rajagopal, Peter Clark, Michal Guerquin, Kyle Richardson, Eduard Hovy

* To appear in EMNLP 2020 

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Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability


Oct 31, 2020
Yuxian Meng, Chun Fan, Zijun Sun, Eduard Hovy, Fei Wu, Jiwei Li


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EIGEN: Event Influence GENeration using Pre-trained Language Models


Oct 22, 2020
Aman Madaan, Dheeraj Rajagopal, Yiming Yang, Abhilasha Ravichander, Eduard Hovy, Shrimai Prabhumoye


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Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task


Oct 11, 2020
Dongyeop Kang, Eduard Hovy

* EMNLP 2020 

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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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BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset


Oct 09, 2020
Varun Gangal, Eduard Hovy

* Accepted for the BlackBoxNLP 2020 Workshop @EMNLP 2020; Pre-camera-ready copy 

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Detecting Attackable Sentences in Arguments


Oct 06, 2020
Yohan Jo, Seojin Bang, Emaad Manzoor, Eduard Hovy, Chris Reed

* EMNLP 2020 

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Extracting Implicitly Asserted Propositions in Argumentation


Oct 06, 2020
Yohan Jo, Jacky Visser, Chris Reed, Eduard Hovy

* EMNLP 2020 

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Explaining The Efficacy of Counterfactually-Augmented Data


Oct 06, 2020
Divyansh Kaushik, Amrith Setlur, Eduard Hovy, Zachary C. Lipton


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Measuring Forecasting Skill from Text


Jun 16, 2020
Shi Zong, Alan Ritter, Eduard Hovy

* Accepted at ACL 2020 

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