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
Doo Soon KimBosch Research and Technology CenterVerified email at cs.utexas.edu
Ji Young Lee (Jenny)Software Engineer at GoogleVerified email at google.com
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
Seunghyun YoonResearch Scientist, Adobe ResearchVerified email at adobe.com
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Colin TaylorGraduate Researcher, Massachusetts Institute of TechnologyVerified email at mit.edu
Nedim LipkaAdobe Systems IncVerified email at adobe.com
Quan Hung TranResearch Scientist - Adobe ResearchVerified email at adobe.com
Kyomin JungProfessor of Electrical and Computer Engineering, Seoul National UniversityVerified email at snu.ac.kr
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

Franck Dernoncourt

NLP/ML Researcher. 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	401	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	295	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	244	2018
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP, 2017	157	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	142*	2018
Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013	122	2013
Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016	109	2016
Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017	92	2017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 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	53	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	47	2019
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
A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019	38	2019
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts F Dernoncourt, JY Lee, P Szolovits EACL 2017, 2016	35	2016
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks JY Lee, F Dernoncourt, P Szolovits SemEval, 2017	34	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	33*	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	33	2018
Improving patient cohort identification using natural language processing RF Sarmiento, F Dernoncourt Secondary analysis of electronic health records, 405-417, 2016	30	2016
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	26	2019
DEFT: A corpus for definition extraction in free-and semi-structured text S Spala, NA Miller, Y Yang, F Dernoncourt, C Dockhorn ACL LAW-XIII-2019, 2019	25	2019

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