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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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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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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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Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?

May 02, 2020
Abhilasha Ravichander, Yonatan Belinkov, Eduard Hovy

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Question Answering for Privacy Policies: Combining Computational and Legal Perspectives

Nov 03, 2019
Abhilasha Ravichander, Alan W Black, Shomir Wilson, Thomas Norton, Norman Sadeh

* EMNLP 2019 

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EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference

Jan 11, 2019
Abhilasha Ravichander, Aakanksha Naik, Carolyn Rose, Eduard Hovy

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Stress Test Evaluation for Natural Language Inference

Jun 13, 2018
Aakanksha Naik, Abhilasha Ravichander, Norman Sadeh, Carolyn Rose, Graham Neubig

* COLING 2018 

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Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models

Jun 23, 2017
Abhilasha Ravichander, Shruti Rijhwani, Rajat Kulshreshtha, Chirag Nagpal, Tadas Baltrušaitis, Louis-Philippe Morency

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Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology Based Representations

May 31, 2017
Paul Michel, Abhilasha Ravichander, Shruti Rijhwani

* 5 pages, 3 figures. Rep4NLP workshop at ACL 2017 

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