Topics

Linguistic Trends

Discourse Pragmatics Embeddings Syntax Morphology Sociolinguistic Variation Typology

Task

Language Understanding Morphological Analysis Tagging Semantic Parsing Word Sense Disambiguation Named Entity Recognition Information Retrieval Sentiment Analysis Language Generation Summarization Machine Translation ASR OCR Word Segmentation

Approach

Deep Learning Structured Prediction Generative Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Spanish French Arabic Semitic Low-Resource Languages

Dataset

News Social Media Twitter