Topics

Linguistic Trends

Discourse Lexical Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Multilingualism Language Change Typology

Task

Language Understanding Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Text Organization ASR Word Segmentation Text Categorization Authorship Attribution Biomedical

Approach

Topic Modeling Kernel Method Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Semitic

Dataset

News Encyclopedia Social Media Twitter Blogs Clinical Notes