Abstract As the number of scientific publications grows, especially in computer science domain (CS), it is important to extract entities from a large CS publications. Distantly supervised methods, generating distantly annotated training data by string match with external dictionary automatically, have been widely used named entity recognition task. However, there are two challenges use methods ...