Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Ontologies Syntax Morphology Phonology Typology Psycholinguistics

Task

Language Understanding Language Identification Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Machine Translation Paraphrasing ASR Word Segmentation Biomedical

Approach

Topic Modeling Deep Learning Bayesian Model Structured Prediction Generative Model Discriminative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic Hebrew Low-Resource Languages

Dataset

News Encyclopedia Social Media Twitter Query Logs