Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays Anton Wiehe author Florian Schneider author Sebastian Blank author Xintong Wang author Hans-Peter Zorn author Christian Biemann author 2022-11 text Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing: Student Research Workshop Yan Hanqi editor Yang Zonghan editor Sebastian Ruder editor Wan Xiaojun editor Association for Computational Linguistics Online conference publication wiehe-etal-2022-language 10.18653/v1/2022.aacl-srw.11 https://aclanthology.org/2022.aacl-srw.11/ 2022-11 76 83