Topics

Linguistic Trends

Discourse Pragmatics Embeddings Formal Semantics Ontologies Syntax Prosody Gesture Psycholinguistics

Task

Language Understanding Corpus Annotation Tagging Semantic Parsing Discourse Parsing Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Emotion Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing Text Categorization

Approach

Topic Modeling Deep Learning Structured Prediction Generative Model Discriminative Model Graphical Model Unsupervised Learning

Language

Multilingual English Japanese Korean French

Dataset

News Encyclopedia Twitter Spoken Dialog Legal Opinions