Articles with public access mandates - Franck DernoncourtLearn more
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Behind the scenes: A medical natural language processing project
JT Wu, F Dernoncourt, S Gehrmann, PD Tyler, ET Moseley, ET Carlson, ...
International Journal of Medical Informatics 112, 68-73, 2018
Mandates: US National Institutes of Health
Available somewhere: 40
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
Mandates: US National Institutes of Health
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
Mandates: US National Institutes of Health
Unleash GPT-2 Power for Event Detection
APB Veyseh, VD Lai, F Dernoncourt, TH Nguyen
ACL 2021, 2021
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
Exploiting the Matching Information in the Support Set for Few Shot Event Classification
VD Lai, F Dernoncourt, TH Nguyen
PAKDD 2020, 2020
Mandates: US Department of Defense, US Office of the Director of National Intelligence
Exploiting the Syntax-Model Consistency for Neural Relation Extraction
APB Veyseh, F Dernoncourt, D Dou, TH Nguyen
ACL 2020, 2020
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
APB Veyseh, F Dernoncourt, D Dou, TH Nguyen
AAAI 2020, 2019
Mandates: US National Science Foundation, US Office of the Director of National …
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies
M Van Nguyen, B Min, F Dernoncourt, T Nguyen
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
Learning Prototype Representations Across Few-Shot Tasks for Event Detection
V Lai, F Dernoncourt, TH Nguyen
EMNLP 2021, 5270-5277, 2021
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding
K Mrini, F Dernoncourt, S Yoon, T Bui, W Chang, E Farcas, N Nakashole
ACL 2021, 2021
Mandates: US National Institutes of Health
Learning by Planning: Language-Guided Global Image Editing
J Shi, N Xu, Y Xu, T Bui, F Dernoncourt, C Xu
CVPR 2021, 2021
Mandates: US National Science Foundation
Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection
VD Lai, MV Nguyen, TH Nguyen, F Dernoncourt
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
A Benchmark and Baseline for Language-Driven Image Editing
J Shi, N Xu, T Bui, F Dernoncourt, Z Wen, C Xu
ACCV 2020, 2020
Mandates: US National Science Foundation
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction
APB Veyseh, N Meister, S Yoon, R Jain, F Dernoncourt, TH Nguyen
COLING 2022, 2022
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction
APB Veyseh, F Dernoncourt, M Thai, D Dou, TH Nguyen
AAAI 2020, 2020
Mandates: US National Science Foundation, US Office of the Director of National …
Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations
Z Yang, K Kafle, F Dernoncourt, V Ordonez
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
Mandates: US National Science Foundation
Joint summarization-entailment optimization for consumer health question understanding
K Mrini, F Dernoncourt, W Chang, E Farcas, N Nakashole
Proceedings of the Second Workshop on Natural Language Processing for …, 2021
Mandates: US National Institutes of Health
MECI: A multilingual dataset for event causality identification
VD Lai, APB Veyseh, M Van Nguyen, F Dernoncourt, TH Nguyen
Proceedings of the 29th International Conference on Computational …, 2022
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
Document-Level Event Argument Extraction via Optimal Transport
APB Veyseh, M Van Nguyen, F Dernoncourt, B Min, T Nguyen
Findings of the Association for Computational Linguistics: ACL 2022, 1648-1658, 2022
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
UCSD-Adobe at MEDIQA 2021: Transfer learning and answer sentence selection for medical summarization
K Mrini, F Dernoncourt, S Yoon, T Bui, W Chang, E Farcas, N Nakashole
Proceedings of the 20th Workshop on Biomedical Language Processing, 257-262, 2021
Mandates: US National Institutes of Health
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