Topics

Linguistic Trends

Discourse Lexical Semantics Ontologies Syntax Morphology Phonology

Task

Language Understanding Corpus Annotation Morphological Analysis Tagging Chunking Syntactic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Knowledge Acquisition Language Generation Summarization Machine Translation ASR OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science

Approach

Deep Learning Kernel Method Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic Hebrew

Dataset

News Blogs