ReMeDi
Guojun Yan, Jiahuan Pei, Pengjie Ren, Zhaochun Ren, Xin Xin, Huasheng Liang, Maarten de Rijke, Zhumin Chen
2022Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval17 citationsDOI
Abstract
\AcpMDS aim to assist doctors and patients with a range of professional medical services, i.e., diagnosis, treatment and consultation. The development of \acpMDS is hindered because of a lack of resources. In particular. \beginenumerate* [label=(\arabic*) ] \item there is no dataset with large-scale medical dialogues that covers multiple medical services and contains fine-grained medical labels (i.e., intents, actions, slots, values), and \item there is no set of established benchmarks for \acpMDS for multi-domain, multi-service medical dialogues. \endenumerate*
Topics & Concepts
Computer scienceArabicMedical servicesService (business)Set (abstract data type)Domain (mathematical analysis)Scale (ratio)Information retrievalData scienceWorld Wide WebHealth careMathematicsLinguisticsBusinessEconomicsPhilosophyMathematical analysisPhysicsEconomic growthProgramming languageMarketingQuantum mechanicsTopic ModelingNatural Language Processing TechniquesBiomedical Text Mining and Ontologies