Franck Dernoncourt

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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
Thien Huu NguyenUniversity of OregonVerified email at cs.uoregon.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
amir pouran ben veysehuniversity of OregonVerified email at uoregon.edu
Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupVerified email at csail.mit.edu
Sebastian GehrmannResearch Scientist, GoogleVerified email at google.com
Seokhwan KimAmazon Alexa AIVerified email at amazon.com
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Colin TaylorGraduate Researcher, Massachusetts 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
Seunghyun YoonResearch Scientist, Adobe ResearchVerified email at adobe.com
Patrick D TylerResearch Fellow, Emergency Medicine, Beth Israel Deaconess Medical CenterVerified email at bidmc.harvard.edu
Quan Hung TranResearch Scientist - Adobe ResearchVerified email at adobe.com
Dejing DouProfessor (on leave), University of Oregon/Head of BDL and BIL, Baidu ResearchVerified email at cs.uoregon.edu
Nedim LipkaAdobe Systems IncVerified 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	370	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	280	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	185	2018
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP, 2017	147	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	130*	2018
Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013	125	2013
Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016	92	2016
Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017	85	2017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 2017	61	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	53	2013
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	47	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	38	2019
A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019	31	2019
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks JY Lee, F Dernoncourt, P Szolovits SemEval, 2017	31	2017
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts F Dernoncourt, JY Lee, P Szolovits EACL 2017, 2016	31	2016
Improving patient cohort identification using natural language processing RF Sarmiento, F Dernoncourt Secondary analysis of electronic health records, 405-417, 2016	29	2016
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	27	2018
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	22	2019
Rethinking self-attention: An interpretable self-attentive encoder-decoder parser K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole EMNLP Findings 2020, 2019	20*	2019

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