Topics

Linguistic Trends

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

Task

Language Understanding 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 Language Generation Summarization Machine Translation Paraphrasing ASR OCR Word Segmentation Text Categorization Spelling Correction Biomedical

Approach

Topic Modeling Bayesian Model Kernel Method Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog Child Language Query Logs Biomedical Texts Web Crawl