Följ
Franck Dernoncourt
Franck Dernoncourt
NLP/ML Researcher. MIT PhD.
Verifierad e-postadress på adobe.com - Startsida
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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
8932018
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
JY Lee, F Dernoncourt
NAACL 2016, 2016
6142016
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
5162016
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
4322023
Secondary analysis of electronic health records
MIT Critical Data
Springer Nature, 2016
3082016
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
300*2018
Introduction to fuzzy logic
F Dernoncourt
Massachusetts Institute of Technology, 2013
2872013
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
2702022
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
2652023
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
F Dernoncourt, JY Lee, P Szolovits
EMNLP 2017, 2017
2512017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts
F Dernoncourt, JY Lee
IJCNLP 2017, 2017
2482017
Transfer Learning for Named-Entity Recognition with Neural Networks
JY Lee, F Dernoncourt, P Szolovits
LREC 2018, 2017
1822017
Rethinking self-attention: An interpretable self-attentive encoder-decoder parser
K Mrini, F Dernoncourt, T Bui, W Chang, N Nakashole
EMNLP Findings 2020, 2019
148*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
1322019
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
X Huang, L Xing, F Dernoncourt, MJ Paul
LREC 2020, 2020
1032020
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
992021
A Compare-Aggregate Model with Latent Clustering for Answer Selection
S Yoon, F Dernoncourt, DS Kim, T Bui, K Jung
CIKM 2019, 2019
862019
Fine-grained Image Captioning with CLIP Reward
J Cho, S Yoon, A Kale, F Dernoncourt, T Bui, M Bansal
NAACL Findings 2022, 2022
852022
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
T Nguyen, C Van Nguyen, VD Lai, H Man, NT Ngo, F Dernoncourt, ...
LREC-COLING 2024, 2023
762023
Extensively Matching for Few-shot Learning Event Detection
VD Lai, F Dernoncourt, TH Nguyen
ACL NUSE 2020, 2020
762020
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Artiklar 1–20