Franck Dernoncourt

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Citations	6478	5755
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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
Seunghyun YoonAdobe ResearchVerified email at adobe.com
Quan Hung TranResearch Scientist - Adobe ResearchVerified email at adobe.com
Ji Young Lee (Jenny)Software Engineer at GoogleVerified email at google.com
Viet D. LaiKensho Technologies, University of Oregon, JAISTVerified email at kensho.com
Nedim LipkaAdobe Systems IncVerified email at adobe.com
Rajiv JainAdobe ResearchVerified email at cs.umd.edu
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Seokhwan KimAmazon Alexa AIVerified email at amazon.com
Sebastian GehrmanHead of NLP, CTO Office, Bloomberg LPVerified email at bloomberg.net
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupVerified email at csail.mit.edu
Kyomin JungProfessor, Department of Electrical and Computer Engineering, Seoul National UniversityVerified email at snu.ac.kr
Thamar SolorioMBZUAI & University of HoustonVerified email at uh.edu
Dr. Khalil MriniSenior Research Scientist, TikTok (Bytedance)Verified email at tiktok.com
Nazli GoharianGeorgetown UniversityVerified email at ir.cs.georgetown.edu

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	705	2018
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks JY Lee, F Dernoncourt NAACL 2016, 2016	568	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	460	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	261*	2018
Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013	255	2013
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP, 2017	245	2017
Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016	206	2016
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 2017	193	2017
Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017	168	2017
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	131	2022
Rethinking self-attention: An interpretable self-attentive encoder-decoder parser K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole EMNLP Findings 2020, 2019	125*	2019
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	121	2023
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	112	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	85	2020
A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019	80	2019
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	77	2021
Extensively Matching for Few-shot Learning Event Detection VD Lai, F Dernoncourt, TH Nguyen ACL NUSE 2020, 2020	68	2020
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts F Dernoncourt, JY Lee, P Szolovits EACL 2017, 2016	64	2016
Bias and Fairness in Large Language Models: A Survey IO Gallegos, RA Rossi, J Barrow, MM Tanjim, S Kim, F Dernoncourt, T Yu, ... arXiv preprint arXiv:2309.00770, 2023	62	2023
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation APB Veyseh, N Nour, F Dernoncourt, QH Tran, D Dou, TH Nguyen EMNLP Findings 2020, 2020	59	2020

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