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
Thien Huu NguyenUniversity of OregonVerified email at cs.uoregon.edu
amir pouran ben veysehuniversity of OregonVerified email at uoregon.edu
Doo Soon KimBosch Research and Technology CenterVerified email at cs.utexas.edu
Ji Young Lee (Jenny)Software Engineer at GoogleVerified email at google.com
Quan Hung TranResearch Scientist - Adobe ResearchVerified email at adobe.com
Seunghyun YoonAdobe ResearchVerified email at adobe.com
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Viet Dac LaiUniversity of OregonVerified email at cs.uoregon.edu
Nedim LipkaAdobe Systems IncVerified email at adobe.com
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Rajiv JainAdobe ResearchVerified email at cs.umd.edu
Seokhwan KimAmazon Alexa AIVerified email at amazon.com
Sebastian GehrmanHead of NLP, CTO Office, Bloomberg LPVerified email at bloomberg.net
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupVerified email at csail.mit.edu
Kyomin JungProfessor, Department of Electrical and Computer Engineering, Seoul National UniversityVerified email at snu.ac.kr
Nazli GoharianGeorgetown UniversityVerified email at ir.cs.georgetown.edu
Khalil MriniAI Research Scientist, Meta (Facebook)Verified email at fb.com

Franck Dernoncourt

NLP/ML Researcher. MIT PhD.

Verified email at adobe.com - Homepage

Machine Learning Neural Networks Natural Language Processing


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Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks JY Lee, F Dernoncourt NAACL 2016, 2016	498	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	466	2018
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	382	2016
Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013	218	2013
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP, 2017	212	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	204*	2018
Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016	151	2016
Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017	139	2017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 2017	131	2017
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	81	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	80*	2019
A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019	67	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	64	2020
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	56	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	54	2013
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts F Dernoncourt, JY Lee, P Szolovits EACL 2017, 2016	46	2016
Extensively Matching for Few-shot Learning Event Detection VD Lai, F Dernoncourt, TH Nguyen ACL NUSE 2020, 2020	45	2020
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation APB Veyseh, F Dernoncourt, QH Tran, TH Nguyen COLING 2020, 2020	41	2020
A Repository of Corpora for Summarization F Dernoncourt, M Ghassemi, W Chang Eleventh International Conference on Language Resources and Evaluation (LREC), 2018	41	2018
MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks JY Lee, F Dernoncourt, P Szolovits SemEval, 2017	39	2017

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