Topics

Linguistic Trends

Discourse Pragmatics Ontologies Syntax Morphology Phonology

Task

Language Understanding Language Identification Tagging Chunking Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Coreference Resolution Summarization Machine Translation Paraphrasing ASR OCR Word Segmentation Text Categorization Spelling Correction Native Language Identification Biomedical Ethics

Approach

Topic Modeling Deep Learning Generative Model Semi-supervised Learning

Language

Multilingual Chinese English Japanese French Arabic

Dataset

Scientific Literature News Encyclopedia Biographies Social Media Twitter Query Logs