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Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes


Apr 16, 2022
Kaige Xie, Sarah Wiegreffe, Mark Riedl


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Reframing Human-AI Collaboration for Generating Free-Text Explanations


Dec 16, 2021
Sarah Wiegreffe, Jack Hessel, Swabha Swayamdipta, Mark Riedl, Yejin Choi

* 10 pages main; 13 pages appendix 

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Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning


May 04, 2021
Xiangyu Peng, Siyan Li, Sarah Wiegreffe, Mark Riedl


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Teach Me to Explain: A Review of Datasets for Explainable NLP


Mar 01, 2021
Sarah Wiegreffe, Ana Marasović

* Version 2: added missing references, changed the NLI example in Table 1, and corrected typos 

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Measuring Association Between Labels and Free-Text Rationales


Oct 24, 2020
Sarah Wiegreffe, Ana Marasovic, Noah A. Smith


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Learning to Faithfully Rationalize by Construction


Apr 30, 2020
Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, Byron C. Wallace

* ACL2020 Camera Ready Submission 

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Attention is not not Explanation


Sep 05, 2019
Sarah Wiegreffe, Yuval Pinter

* Accepted to EMNLP 2019; related blog post at https://medium.com/@yuvalpinter/attention-is-not-not-explanation-dbc25b534017 

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Clinical Concept Extraction for Document-Level Coding


Jun 08, 2019
Sarah Wiegreffe, Edward Choi, Sherry Yan, Jimeng Sun, Jacob Eisenstein

* ACL BioNLP workshop (2019) 

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