Publications and Preprints

Sarah Wiegreffe and Ana Marasović (equal contribution). Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing. NeurIPS 2021 Datasets and Benchmarks. PDF (camera-ready coming soon), PDF (longer version), companion website

Sarah Wiegreffe, Ana Marasović, Noah A. Smith. Measuring Association Between Labels and Free-Text Rationales. EMNLP 2021. PDF, code, recorded talk (on older version of work)

Xiangyu Peng, Siyan Li, Sarah Wiegreffe, Mark Riedl. Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning. Narrative Understanding Workshop at NAACL 2021. PDF

Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, Byron Wallace. Learning to Faithfully Rationalize by Construction. ACL 2020. PDF, recorded talk, code

Sarah Wiegreffe and Yuval Pinter (equal contribution). Attention is not not Explanation. EMNLP 2019. Oral presentation. PDF, code, recorded talk, talk slides, non-technical blogpost

Sarah Wiegreffe, Gerardo Flores, Edward Choi, Andrew Dai. Learning Bi-Directional Clinical Event Representations: A Comparison of Architectures. Preprint (available upon request). 2019.

Sarah Wiegreffe, Edward Choi, Sherry Yan, Jimeng Sun, Jacob Eisenstein. Clinical Concept Extraction for Document-Level Coding. BioNLP Workshop at ACL 2019. PDF, poster

James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, Jacob Eisenstein. Explainable Prediction of Medical Codes from Clinical Text. NAACL 2018. Oral presentation. PDF, code, talk slides (Google Drive)

Sarah Wiegreffe, Paul Anderson, Jihad Obeid. Can Classifications of Publications by Translational Categories be Automated? American Medical Informatics Association (AMIA) Joint Summits on Translational Science 2017. PDF, poster