Franck Dernoncourt

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Trung H. BuiSenior Research Scientist & Research Manager, Adobe ResearchVerified email at adobe.com
Walter ChangPrincipal Scientist, Adobe ResearchVerified email at adobe.com
Thien Huu NguyenUniversity of OregonVerified email at cs.uoregon.edu
Amir Pouran Ben VeysehZoomVerified email at zoom.us
David Seunghyun YoonResearch Scientist, Adobe ResearchVerified email at adobe.com
Quan Hung TranResearch Scientist - Adobe ResearchVerified email at adobe.com
Viet LaiAdobe Research, S&P Global, University of OregonVerified email at adobe.com
Ji Young Lee (Jenny)Software Engineer at GoogleVerified email at google.com
Nedim LipkaAdobe Systems IncVerified email at adobe.com
Rajiv JainAdobe ResearchVerified email at cs.umd.edu
Ryan A. RossiAdobe ResearchVerified email at adobe.com
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Seokhwan KimGoogle Cloud AIVerified email at google.com
Sebastian GehrmannHead of NLP, CTO Office, Bloomberg LPVerified email at bloomberg.net
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Thamar SolorioMBZUAI & University of HoustonVerified email at uh.edu
Vlad MorariuSenior Research Scientist, Adobe ResearchVerified email at adobe.com
Jiuxiang GuAdobe ResearchVerified email at adobe.com
Kyomin JungProfessor, Department of Electrical and Computer Engineering, Seoul National UniversityVerified email at snu.ac.kr

Franck Dernoncourt

NLP/ML Researcher. MIT PhD.

Verified email at adobe.com - Homepage

Machine Learning Neural Networks Natural Language Processing


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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	806	2018
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks JY Lee, F Dernoncourt NAACL 2016, 2016	597	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	495	2016
Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016	284	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	281*	2018
Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013	276	2013
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP 2017, 2017	248	2017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 2017	220	2017
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	206	2023
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	194	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	183	2023
Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017	174	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	134*	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	128	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	98	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	86	2021
A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019	84	2019
Extensively Matching for Few-shot Learning Event Detection VD Lai, F Dernoncourt, TH Nguyen ACL NUSE 2020, 2020	73	2020
Fine-grained Image Captioning with CLIP Reward J Cho, S Yoon, A Kale, F Dernoncourt, T Bui, M Bansal NAACL Findings 2022, 2022	72	2022
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts F Dernoncourt, JY Lee, P Szolovits EACL 2017, 2016	69	2016

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