Franck Dernoncourt

Cited by

	All	Since 2016
Citations	1977	1883
h-index	19	19
i10-index	30	29

720

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2013201420152016201720182019202020218 38 34 84 151 354 478 706 97

Co-authors

Trung H. BuiSenior Research Scientist, Adobe ResearchVerified email at adobe.com
Walter ChangPrincipal Scientist, Adobe ResearchVerified email at adobe.com
Ji Young Lee (Jenny)Software Engineer at GoogleVerified email at google.com
Doo Soon KimBosch Research and Technology CenterVerified email at cs.utexas.edu
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
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
Thien Huu NguyenUniversity of OregonVerified email at cs.uoregon.edu
Seokhwan KimAmazon Alexa AIVerified email at amazon.com
amir pouran ben veysehuniversity of OregonVerified email at uoregon.edu
Colin TaylorGraduate Researcher, Massachusetts Institute of TechnologyVerified email at mit.edu
Sebastian GehrmannResearch Scientist, GoogleVerified email at google.com
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
David W GrantUniversity of MichiganVerified email at med.umich.edu
Joy Tzung-yu WuResearch Staff Member at IBM Research, AlmadenVerified email at ibm.com
Patrick D TylerResearch Fellow, Emergency Medicine, Beth Israel Deaconess Medical CenterVerified email at bidmc.harvard.edu
Fei LiuAssistant Professor of Computer Science, University of Central FloridaVerified email at cs.ucf.edu
Logan LebanoffUniversity of Central FloridaVerified email at knights.ucf.edu
Dejing DouProfessor (on leave), University of Oregon/Head of BDL and BIL, Baidu ResearchVerified email at cs.uoregon.edu
Seunghyun YoonResearch Scientist, Adobe ResearchVerified email at adobe.com

Franck Dernoncourt

Research Scientist, Adobe Research (MIT PhD)

Verified email at adobe.com - Homepage

Machine Learning Neural Networks Natural Language Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks JY Lee, F Dernoncourt NAACL 2016, 2016	347	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	258	2016
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	141	2018
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP, 2017	134	2017
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	115*	2018
Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013	113	2013
Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016	81	2016
Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017	75	2017
Moocdb: Developing data standards for MOOC data science K Veeramachaneni, F Dernoncourt, C Taylor, Z Pardos, UM O’Reilly AIED 2013 Workshops Proceedings Volume, 17, 2013	52	2013
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 2017	50	2017
MoocViz: A Large Scale, Open Access, Collaborative, Data Analytics Platform for MOOCs F Dernoncourt, C Taylor, UM O’Reilly, K Veeramachaneni, S Wu, C Do, ... NIPS Education Workshop, 2013	44	2013
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	31	2019
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks JY Lee, F Dernoncourt, P Szolovits SemEval, 2017	30	2017
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts F Dernoncourt, JY Lee, P Szolovits EACL 2017, 2016	30	2016
A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019	27	2019
Improving patient cohort identification using natural language processing RF Sarmiento, F Dernoncourt Secondary analysis of electronic health records, 405-417, 2016	27	2016
Moocdb: Developing standards and systems to support mooc data science K Veeramachaneni, S Halawa, F Dernoncourt, UM O'Reilly, C Taylor, ... arXiv preprint arXiv:1406.2015, 2014	24	2014
Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions A Shirani, F Dernoncourt, P Asente, N Lipka, S Kim, J Echevarria, ... ACL 2019, 2019	20	2019
Behind the scenes: A medical natural language processing project JT Wu, F Dernoncourt, S Gehrmann, PD Tyler, ET Moseley, ET Carlson, ... International Journal of Medical Informatics 112, 68-73, 2018	20	2018
Feature-Augmented Neural Networks for Patient Note De-identification JY Lee, F Dernoncourt, O Uzuner, P Szolovits COLING Clinical NLP, 2016	18	2016

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