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05/08/2023
Boosting Radiology Report Generation by Infusing Comparison Prior
Current transformer-based models achieved great success in generating ra...
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02/08/2023
Exploratory Analysis of Federated Learning Methods with Differential Privacy on MIMIC-III
Background: Federated learning methods offer the possibility of training...
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09/07/2022
Improving the Cross-Lingual Generalisation in Visual Question Answering
While several benefits were realized for multilingual vision-language pr...
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02/19/2021
Progressive Transformer-Based Generation of Radiology Reports
Inspired by Curriculum Learning, we propose a consecutive (i.e. image-to...
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11/09/2020
Low-Resource Adaptation of Neural NLP Models
Real-world applications of natural language processing (NLP) are challen...
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03/05/2020
Zero-Shot Cross-Lingual Transfer with Meta Learning
Learning what to share between tasks has been a topic of high importance...
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05/28/2018
Syntactic Dependency Representations in Neural Relation Classification
We investigate the use of different syntactic dependency representations...
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04/24/2018