Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Language Change Typology

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Language Generation Summarization Machine Translation Word Segmentation Text Categorization Authorship Attribution Native Language Identification

Approach

Deep Learning Structured Prediction Generative Model Discriminative Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Korean Spanish French Portugese Arabic Hebrew Low-Resource Languages Child Language

Dataset

News Social Media Twitter Blogs Child Language