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Franck Dernoncourt
Franck Dernoncourt
NLP/ML Researcher. MIT PhD.
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Titel
Zitiert von
Zitiert von
Jahr
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
JY Lee, F Dernoncourt
NAACL 2016, 2016
4642016
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
3632018
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
3502016
Introduction to fuzzy logic
F Dernoncourt
Massachusetts Institute of Technology, 2013
1892013
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
F Dernoncourt, JY Lee, P Szolovits
EMNLP, 2017
1882017
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
175*2018
Secondary analysis of electronic health records
MIT Critical Data
Springer Nature, 2016
1222016
Transfer Learning for Named-Entity Recognition with Neural Networks
JY Lee, F Dernoncourt, P Szolovits
LREC 2018, 2017
1192017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts
F Dernoncourt, JY Lee
IJCNLP 2017, 2017
1042017
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
712019
A Compare-Aggregate Model with Latent Clustering for Answer Selection
S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung
CIKM 2019, 2019
562019
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
542013
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
492013
Rethinking self-attention: An interpretable self-attentive encoder-decoder parser
K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole
EMNLP Findings 2020, 2019
48*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
472020
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
F Dernoncourt, JY Lee, P Szolovits
EACL 2017, 2016
442016
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
JY Lee, F Dernoncourt, P Szolovits
SemEval, 2017
372017
A Repository of Corpora for Summarization
F Dernoncourt, M Ghassemi, W Chang
Eleventh International Conference on Language Resources and Evaluation (LREC), 2018
352018
Improving patient cohort identification using natural language processing
RF Sarmiento, F Dernoncourt
Secondary analysis of electronic health records, 405-417, 2016
332016
Extensively Matching for Few-shot Learning Event Detection
VD Lai, F Dernoncourt, TH Nguyen
ACL NUSE 2020, 2020
302020
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