Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Syntax Morphology Phonology Typology

Task

Language Understanding Corpus Annotation Language Identification Tagging Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Conversation Analysis Language Generation Summarization Machine Translation Argumentation Mining Word Segmentation Spelling Correction Native Language Identification Biomedical

Approach

Crowd Sourcing Topic Modeling Deep Learning Bayesian Model Generative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Malay Hindi Japanese Korean Spanish French Arabic Hebrew

Dataset

News Encyclopedia Social Media Twitter