Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Syntax Morphology Typology

Task

Language Understanding Language Identification Tagging Syntactic Parsing Semantic Parsing Named Entity Recognition Textual Entailment Semantic Similarity Information Retrieval Sentiment Analysis Time Normalization Question Answering Coreference Resolution Language Generation Machine Translation Paraphrasing ASR OCR Text Categorization Biomedical Ethics

Approach

Deep Learning Bayesian Model Structured Prediction Generative Model Representation Learning Unsupervised Learning

Language

Multilingual Chinese English Urdu Japanese Korean Spanish French Arabic Hebrew Low-Resource Languages

Dataset

News Twitter Blogs