| Attention is not not Explanation S Wiegreffe, Y Pinter Empirical Methods in Natural Language Processing (EMNLP) 2019, 2019 | 849 | 2019 |
| Explainable Prediction of Medical Codes from Clinical Text J Mullenbach, S Wiegreffe, J Duke, J Sun, J Eisenstein North American Association for Computational Linguistics (NAACL) 2018, 2018 | 552 | 2018 |
| Self-refine: Iterative refinement with self-feedback A Madaan, N Tandon, P Gupta, S Hallinan, L Gao, S Wiegreffe, U Alon, ... Neural Information Processing Systems (NeurIPS) 2023, 2023 | 177 | 2023 |
| Learning to Faithfully Rationalize by Construction S Jain, S Wiegreffe, Y Pinter, BC Wallace Association for Computational Linguistics (ACL) 2020, 2020 | 143 | 2020 |
| Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing S Wiegreffe, A Marasovic Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021 | 140* | 2021 |
| Measuring Association Between Labels and Free-Text Rationales S Wiegreffe, A Marasovic, NA Smith Empirical Methods in Natural Language Processing (EMNLP) 2021, 2020 | 101 | 2020 |
| Reframing Human-AI Collaboration for Generating Free-Text Explanations S Wiegreffe, J Hessel, S Swayamdipta, M Riedl, Y Choi NAACL 2022, 2021 | 83 | 2021 |
| Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning X Peng, S Li, S Wiegreffe, M Riedl Findings of EMNLP 2022, 2022 | 25 | 2022 |
| Clinical Concept Extraction for Document-Level Coding S Wiegreffe, E Choi, S Yan, J Sun, J Eisenstein Proceedings of the 18th BioNLP Workshop and Shared Task at ACL 2019, 261–272, 2019 | 14 | 2019 |
| Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes K Xie, S Wiegreffe, M Riedl Findings of EMNLP 2022, 2022 | 9 | 2022 |
| Editing Common Sense in Transformers A Gupta, D Mondal, AK Sheshadri, W Zhao, XL Li, S Wiegreffe, N Tandon Empirical Methods in Natural Language Processing (EMNLP) 2023, 2023 | 4* | 2023 |
| Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP J Bastings, Y Belinkov, Y Elazar, D Hupkes, N Saphra, S Wiegreffe Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting …, 2022 | 1 | 2022 |
| Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy S Wiegreffe, M Finlayson, O Tafjord, P Clark, A Sabharwal Empirical Methods in Natural Language Processing (EMNLP) 2023, 2023 | | 2023 |
| Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals Y Elazar, B Paranjape, H Peng, S Wiegreffe, K Raghavi, V Srikumar, ... arXiv preprint arXiv:2311.09605, 2023 | | 2023 |
| Interpreting Neural Networks for and with Natural Language SA Wiegreffe Georgia Institute of Technology, 2022 | | 2022 |
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
