Topics

Linguistic Trends

Discourse Embeddings Ontologies Syntax Morphology

Task

Language Understanding Corpus Annotation Tagging Chunking Syntactic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Question Answering Coreference Resolution Machine Translation Biomedical

Approach

Topic Modeling Deep Learning Bayesian Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Spanish French

Dataset

Scientific Literature News Encyclopedia Social Media Twitter Biomedical Texts Clinical Notes