Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Ontologies Syntax Morphology Phonology Prosody Gesture Typology

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 Coreference Resolution Dialog Structure Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Authorship Attribution Biomedical Ethics

Approach

Multilingual Resources User Evaluation Topic Modeling Bayesian Model 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 Signed Languages

Dataset

News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog Human-Computer Interaction Query Logs Web Crawl