Topics

Linguistic Trends

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

Task

Language Understanding Language Identification 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 Text Simplification ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science Ethics

Approach

Multilingual Resources Topic Modeling Bayesian Model Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Semitic

Dataset

Scientific Literature News Encyclopedia Social Media Twitter Blogs Spoken Dialog Child-directed Speech Query Logs