Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Prosody Gesture Language Change Typology Psycholinguistics

Task

Language Understanding Corpus Development Corpus Annotation Language Identification 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 Event Detection Question Answering Knowledge Acquisition Coreference Resolution Summarization Machine Translation Paraphrasing OCR Text Categorization Spelling Correction Authorship Attribution Biomedical Ethics

Approach

Multilingual Resources Topic Modeling Deep Learning Kernel Method Structured Prediction Generative Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Korean Spanish French Arabic

Dataset

Literary Text News Encyclopedia Social Media Twitter Blogs Query Logs Clinical Notes Web Crawl