A Survey on Named Entity Recognition Methods Across Domain-specific Applications
This was the course project for Natural Language Processing (CS7650). We conducted a survey on work on Named Entity Recognition (NER) focusing on challenging research directions in the field, such as semi-supervised deep learning approaches to limited labeled data in NER, challenges in domain-specific NER, and NER on noisy text in Tweets.