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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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Improving Neural Model Performance through Natural Language Feedback on Their Explanations

Apr 18, 2021
Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Yiming Yang, Peter Clark, Keisuke Sakaguchi, Ed Hovy

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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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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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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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What-if I ask you to explain: Explaining the effects of perturbations in procedural text

May 04, 2020
Dheeraj Rajagopal, Niket Tandon, Peter Clarke, Bhavana Dalvi, Eduard Hovy

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StructSum: Incorporating Latent and Explicit Sentence Dependencies for Single Document Summarization

Mar 01, 2020
Vidhisha Balachandran, Artidoro Pagnoni, Jay Yoon Lee, Dheeraj Rajagopal, Jaime Carbonell, Yulia Tsvetkov

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Simple and Effective Semi-Supervised Question Answering

Apr 02, 2018
Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal

* Short paper, NAACL 2018 

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Gated-Attention Architectures for Task-Oriented Language Grounding

Jan 09, 2018
Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov

* To appear in AAAI-18 

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