| A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents A Cohan, F Dernoncourt, DS Kim, T Bui, S Kim, W Chang, N Goharian NAACL 2018, 2018 | 890 | 2018 |
| Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks JY Lee, F Dernoncourt NAACL 2016, 2016 | 614 | 2016 |
| De-identification of Patient Notes with Recurrent Neural Networks F Dernoncourt, JY Lee, O Uzuner, P Szolovits Journal of the American Medical Informatics Association, 2016 | 516 | 2016 |
| Bias and Fairness in Large Language Models: A Survey IO Gallegos, RA Rossi, J Barrow, MM Tanjim, S Kim, F Dernoncourt, T Yu, ... Computational Linguistics 2024, 2023 | 422 | 2023 |
| Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016 | 308 | 2016 |
| Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives S Gehrmann, F Dernoncourt, Y Li, ET Carlson, JT Wu, J Welt, J Foote Jr, ... PloS one 13 (2), e0192360, 2018 | 300* | 2018 |
| Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013 | 287 | 2013 |
| Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review LA Celi, J Cellini, ML Charpignon, EC Dee, F Dernoncourt, R Eber, ... PLOS Digital Health 1 (3), e0000022, 2022 | 267 | 2022 |
| ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning VD Lai, NT Ngo, APB Veyseh, H Man, F Dernoncourt, T Bui, TH Nguyen Findings of EMNLP 2023, 2023 | 261 | 2023 |
| NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP 2017, 2017 | 251 | 2017 |
| PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 2017 | 248 | 2017 |
| Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017 | 182 | 2017 |
| Rethinking self-attention: An interpretable self-attentive encoder-decoder parser K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole EMNLP Findings 2020, 2019 | 147* | 2019 |
| Scoring Sentence Singletons and Pairs for Abstractive Summarization L Lebanoff, K Song, F Dernoncourt, DS Kim, S Kim, W Chang, F Liu ACL 2019, 2019 | 132 | 2019 |
| Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition X Huang, L Xing, F Dernoncourt, MJ Paul LREC 2020, 2020 | 103 | 2020 |
| Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models M Du, V Manjunatha, R Jain, R Deshpande, F Dernoncourt, J Gu, T Sun, ... NAACL 2021, 2021 | 99 | 2021 |
| A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019 | 86 | 2019 |
| Fine-grained Image Captioning with CLIP Reward J Cho, S Yoon, A Kale, F Dernoncourt, T Bui, M Bansal NAACL Findings 2022, 2022 | 85 | 2022 |
| CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages T Nguyen, C Van Nguyen, VD Lai, H Man, NT Ngo, F Dernoncourt, ... LREC-COLING 2024, 2023 | 77 | 2023 |
| Extensively Matching for Few-shot Learning Event Detection VD Lai, F Dernoncourt, TH Nguyen ACL NUSE 2020, 2020 | 76 | 2020 |
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