The paper introduces the research status of information extraction based on medical dialogue, combined with a medical conversation-based clinical finding negative and positive discrimination task organized by the 7th China Health Information Processing Conference (CHIP 2021) , expounds the evaluation data set and evaluation indicators of the task, compares and summarizes the effective methods of the top 4 contestants, so as to promote the development of medical artificial intelligence (AI) field.