Topics

Linguistic Trends

Discourse Distributional Semantics Embeddings Syntax Phonetics Code Switching Sociolinguistic Variation

Task

Tagging Chunking Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Emotion Detection Question Answering Coreference Resolution Summarization Machine Translation Paraphrasing OCR Word Segmentation Biomedical Social Science

Approach

Topic Modeling Deep Learning Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Spanish French Arabic Hebrew Semitic

Dataset

News Encyclopedia Social Media Twitter Blogs