Field Of Study

Linguistic Trends

Discourse Distributional Semantics Embeddings Syntax Morphology Phonology Typology

Task

Tagging Semantic Parsing Named Entity Recognition Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Emotion Detection Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Text Simplification Argumentation Mining Word Segmentation Text Categorization Biomedical Social Science

Approach

Topic Modeling Deep Learning Bayesian Model Structured Prediction Generative Model Representation Learning

Language

Multilingual Chinese English Japanese French

Dataset

Chat Social Media Twitter Spoken Dialog