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 VeysehZoomVerified email at zoom.us
Seunghyun YoonAdobe ResearchVerified email at adobe.com
Ji Young Lee (Jenny)Software Engineer at GoogleVerified email at google.com
Quan Hung TranResearch Scientist - Adobe ResearchVerified email at adobe.com
Viet LaiKensho TechnologiesVerified email at kensho.com
Nedim LipkaAdobe Systems IncVerified email at adobe.com
Rajiv JainAdobe ResearchVerified email at cs.umd.edu
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Seokhwan KimAmazon Alexa AIVerified email at amazon.com
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Sebastian GehrmanHead of NLP, CTO Office, Bloomberg LPVerified email at bloomberg.net
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
Thamar SolorioMBZUAI & University of HoustonVerified email at uh.edu
Nazli GoharianGeorgetown UniversityVerified email at ir.cs.georgetown.edu
Fei LiuEmory UniversityVerified email at emory.edu

Franck Dernoncourt

NLP/ML Researcher. MIT PhD.

Verified email at adobe.com - Homepage

Machine Learning Neural Networks Natural Language Processing


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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	625	2018
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks JY Lee, F Dernoncourt NAACL 2016, 2016	542	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	431	2016
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	241*	2018
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks F Dernoncourt, JY Lee, P Szolovits EMNLP, 2017	237	2017
Introduction to fuzzy logic F Dernoncourt Massachusetts Institute of Technology, 2013	235	2013
Secondary analysis of electronic health records MIT Critical Data Springer Nature, 2016	176	2016
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts F Dernoncourt, JY Lee IJCNLP 2017, 2017	172	2017
Transfer Learning for Named-Entity Recognition with Neural Networks JY Lee, F Dernoncourt, P Szolovits LREC 2018, 2017	156	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	116*	2019
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	99	2019
Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review LA Celi, J Cellini, ML Charpignon, EC Dee, F Dernoncourt, R Eber, ... PLOS Digital Health 1 (3), e0000022, 2022	88	2022
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition X Huang, L Xing, F Dernoncourt, MJ Paul LREC 2020, 2020	75	2020
A Compare-Aggregate Model with Latent Clustering for Answer Selection S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung CIKM 2019, 2019	75	2019
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models M Du, V Manjunatha, R Jain, R Deshpande, F Dernoncourt, J Gu, T Sun, ... NAACL 2021, 2021	64	2021
Extensively Matching for Few-shot Learning Event Detection VD Lai, F Dernoncourt, TH Nguyen ACL NUSE 2020, 2020	60	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	58	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	56	2013
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts F Dernoncourt, JY Lee, P Szolovits EACL 2017, 2016	53	2016
A Repository of Corpora for Summarization F Dernoncourt, M Ghassemi, W Chang Eleventh International Conference on Language Resources and Evaluation (LREC), 2018	52	2018

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