Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Ontologies Syntax Morphology Typology Neurolinguistics Psycholinguistics

Task

Corpus Annotation Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Emotion Detection Event Detection Time Normalization Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Word Segmentation Text Categorization Biomedical Social Science

Approach

Multilingual Resources Deep Learning Generative Model Discriminative Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Korean Spanish French Arabic Hebrew

Dataset

News Biographies Social Media Twitter Biomedical Texts