Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Prosody Gesture Typology Neurolinguistics

Task

Language Understanding Tagging Chunking Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Language Generation Machine Translation OCR Word Segmentation Biomedical Multimodal Systems

Approach

Crowd Sourcing Deep Learning Generative Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Spanish French Arabic

Dataset

Scientific Literature News Social Media Twitter Blogs