Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Propositional Semantics Ontologies Syntax Morphology Phonology Prosody Gesture Typology Cognitive Linguistics

Task

Language Understanding Corpus Annotation Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Discourse 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 Language Generation Summarization Machine Translation Paraphrasing OCR Word Segmentation Text Categorization Authorship Attribution Biomedical Social Science Ethics

Approach

Deep Learning Bayesian Model Kernel Method Structured Prediction Generative Model Discriminative Model Graphical Model Unsupervised Learning

Language

Multilingual Chinese English Hindi Urdu Sanskrit Japanese Korean Spanish French Arabic Child Language

Dataset

News Encyclopedia Spoken Dialog Child Language Biomedical Texts Clinical Notes