Reinforced Medical Report Generation with X-Linear Attention and Repetition Penalty

• Main Authors: Xu, Wenting, Qi, Chang, Xu, Zhenghua, Lukasiewicz, Thomas
• Format: Journal Article
• Language: English
• Published: 15.11.2020
• Subjects: Computer Science - Artificial Intelligence; Computer Science - Computation and Language; Computer Science - Learning

To reduce doctors' workload, deep-learning-based automatic medical report generation has recently attracted more and more research efforts, where attention mechanisms and reinforcement learning are integrated with the classic encoder-decoder architecture to enhance the performance of deep model...