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Franck Dernoncourt
Franck Dernoncourt
NLP/ML Researcher. MIT PhD.
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Titel
Zitiert von
Zitiert von
Jahr
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
8122018
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
JY Lee, F Dernoncourt
NAACL 2016, 2016
5972016
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
4962016
Secondary analysis of electronic health records
MIT Critical Data
Springer Nature, 2016
2852016
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
282*2018
Introduction to fuzzy logic
F Dernoncourt
Massachusetts Institute of Technology, 2013
2782013
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
F Dernoncourt, JY Lee, P Szolovits
EMNLP 2017, 2017
2482017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts
F Dernoncourt, JY Lee
IJCNLP 2017, 2017
2212017
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
2122023
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
1992022
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
1852023
Transfer Learning for Named-Entity Recognition with Neural Networks
JY Lee, F Dernoncourt, P Szolovits
LREC 2018, 2017
1752017
Rethinking self-attention: An interpretable self-attentive encoder-decoder parser
K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole
EMNLP Findings 2020, 2019
134*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
1282019
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
X Huang, L Xing, F Dernoncourt, MJ Paul
LREC 2020, 2020
982020
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
862021
A Compare-Aggregate Model with Latent Clustering for Answer Selection
S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung
CIKM 2019, 2019
842019
Fine-grained Image Captioning with CLIP Reward
J Cho, S Yoon, A Kale, F Dernoncourt, T Bui, M Bansal
NAACL Findings 2022, 2022
732022
Extensively Matching for Few-shot Learning Event Detection
VD Lai, F Dernoncourt, TH Nguyen
ACL NUSE 2020, 2020
732020
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
F Dernoncourt, JY Lee, P Szolovits
EACL 2017, 2016
692016
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