Franck Dernoncourt
Franck Dernoncourt
NLP/ML Researcher. MIT PhD.
Verified email at - Homepage
Cited by
Cited by
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
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
JY Lee, F Dernoncourt
NAACL 2016, 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
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
Introduction to fuzzy logic
F Dernoncourt
Massachusetts Institute of Technology, 2013
Secondary analysis of electronic health records
MIT Critical Data
Springer Nature, 2016
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
F Dernoncourt, JY Lee, P Szolovits
EMNLP 2017, 2017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts
F Dernoncourt, JY Lee
IJCNLP 2017, 2017
Transfer Learning for Named-Entity Recognition with Neural Networks
JY Lee, F Dernoncourt, P Szolovits
LREC 2018, 2017
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
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning
VD Lai, NT Ngo, APB Veyseh, H Man, F Dernoncourt, T Bui, TH Nguyen
Findings of EMNLP 2023, 2023
Bias and Fairness in Large Language Models: A Survey
IO Gallegos, RA Rossi, J Barrow, MM Tanjim, S Kim, F Dernoncourt, T Yu, ...
Computational Linguistics 2024, 2023
Rethinking self-attention: An interpretable self-attentive encoder-decoder parser
K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole
EMNLP Findings 2020, 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
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
X Huang, L Xing, F Dernoncourt, MJ Paul
LREC 2020, 2020
A Compare-Aggregate Model with Latent Clustering for Answer Selection
S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung
CIKM 2019, 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
Extensively Matching for Few-shot Learning Event Detection
VD Lai, F Dernoncourt, TH Nguyen
ACL NUSE 2020, 2020
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
F Dernoncourt, JY Lee, P Szolovits
EACL 2017, 2016
Fine-grained Image Captioning with CLIP Reward
J Cho, S Yoon, A Kale, F Dernoncourt, T Bui, M Bansal
NAACL Findings 2022, 2022
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