Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology

Task

Language Understanding Morphological Analysis Tagging Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Question Answering Language Generation Summarization Machine Translation Text Categorization Biomedical

Approach

Deep Learning Bayesian Model Structured Prediction Graphical Model Representation Learning

Language

Multilingual Chinese English Arabic Hebrew

Dataset

News Spoken Dialog