Topics

Linguistic Trends

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

Task

Language Understanding Tagging Syntactic Parsing Word Sense Disambiguation Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Knowledge Acquisition Coreference Resolution Summarization Machine Translation Paraphrasing Text Simplification ASR OCR Text Categorization Spelling Correction Biomedical

Approach

Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Chinese English Sanskrit Japanese Spanish French Arabic

Dataset

News Encyclopedia Blogs Query Logs