Franck Dernoncourt
Franck Dernoncourt
NLP/ML Researcher. MIT PhD.
Verified email at adobe.com - Homepage
Title
Cited by
Cited by
Year
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
JY Lee, F Dernoncourt
NAACL 2016, 2016
4022016
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
2982016
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
2502018
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
F Dernoncourt, JY Lee, P Szolovits
EMNLP, 2017
1592017
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
144*2018
Introduction to fuzzy logic
F Dernoncourt
Massachusetts Institute of Technology, 2013
1232013
Secondary analysis of electronic health records
MIT Critical Data
Springer Nature, 2016
1112016
Transfer Learning for Named-Entity Recognition with Neural Networks
JY Lee, F Dernoncourt, P Szolovits
LREC 2018, 2017
922017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts
F Dernoncourt, JY Lee
IJCNLP 2017, 2017
762017
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
532013
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
482019
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
472013
A Compare-Aggregate Model with Latent Clustering for Answer Selection
S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung
CIKM 2019, 2019
392019
Rethinking self-attention: An interpretable self-attentive encoder-decoder parser
K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole
EMNLP Findings 2020, 2019
35*2019
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
F Dernoncourt, JY Lee, P Szolovits
EACL 2017, 2016
352016
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
342018
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
JY Lee, F Dernoncourt, P Szolovits
SemEval, 2017
332017
Improving patient cohort identification using natural language processing
RF Sarmiento, F Dernoncourt
Secondary analysis of electronic health records, 405-417, 2016
312016
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
262019
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
252019
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