Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Typology

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 Question Answering Knowledge Acquisition Coreference Resolution Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR OCR Word Segmentation Text Categorization Spelling Correction Biomedical

Approach

User Evaluation 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 Portugese Arabic Hebrew Semitic

Dataset

News Encyclopedia Social Media Blogs Spoken Dialog Query Logs