Topics

Linguistic Trends

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

Task

Language Understanding Corpus Annotation 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 ASR OCR Word Segmentation Text Categorization Spelling Correction Mathematical Models Biomedical Multimodal Systems

Approach

Kernel Method Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

News Encyclopedia Biographies Spoken Dialog Child Language Query Logs Clinical Notes