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Emily Tsai

2 accepted papers

2022

Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards

EMNLP 2022finding

Neural image-to-text radiology report generation systems offer the potential to improve radiology reporting by reducing the repetitive process of report drafting and identifying possible medical errors. These systems have achieved promising performance as measured by widely used NLG metrics such as…

2021

Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation

NAACL 2021long

Neural image-to-text radiology report generation systems offer the potential to improve radiology reporting by reducing the repetitive process of report drafting and identifying possible medical errors. However, existing report generation systems, despite achieving high performances on natural langu…