Topics

Linguistic Trends

Discourse Distributional Semantics Embeddings Ontologies Syntax

Task

Language Understanding Corpus Annotation Tagging Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Question Answering Knowledge Acquisition Summarization Machine Translation Paraphrasing Text Simplification OCR Word Segmentation Text Categorization Biomedical

Approach

Deep Learning Graphical Model Representation Learning

Language

Multilingual Chinese English Hebrew Low-Resource Languages

Dataset

Scientific Literature News Biomedical Texts Clinical Notes