Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Syntax Morphology

Task

Morphological Analysis Tagging Chunking Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Summarization Machine Translation Text Categorization Spelling Correction Biomedical

Approach

Topic Modeling Deep Learning Generative Model Graphical Model Representation Learning

Language

Multilingual Chinese English Spanish French Arabic

Dataset

Scientific Literature News Social Media Twitter Blogs