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Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors


May 25, 2022
Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yahvuz, Wojciech Kryściński, Justin F. Rousseau, Greg Durrett

* 11 pages (15 with references and appendix), 4 figures, 8 Tables 

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Prior Knowledge Enhances Radiology Report Generation


Jan 11, 2022
Song Wang, Liyan Tang, Mingquan Lin, George Shih, Ying Ding, Yifan Peng

* 10 pages, 4 figures, accepted by AMIA 2022 Informatics Summit 

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RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification


Nov 19, 2021
Ajay Jaiswal, Liyan Tang, Meheli Ghosh, Justin Rousseau, Yifan Peng, Ying Ding


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Making Document-Level Information Extraction Right for the Right Reasons


Oct 14, 2021
Liyan Tang, Dhruv Rajan, Suyash Mohan, Abhijeet Pradhan, R. Nick Bryan, Greg Durrett

* 9 pages (14 with references and appendix), 3 figures 

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Using Radiomics as Prior Knowledge for Abnormality Classification and Localization in Chest X-rays


Nov 25, 2020
Yan Han, Chongyan Chen, Liyan Tang, Mingquan Lin, Ajay Jaiswal, Ying Ding, Yifan Peng

* Under Review 

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