Topics

Linguistic Trends

Discourse Lexical Semantics Embeddings Formal Semantics Propositional Semantics Event Semantics Ontologies Syntax Morphology Prosody Language Change Psycholinguistics

Task

Language Understanding Corpus Annotation 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 Dialog Structure Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Spoken Language Processing Word Segmentation Text Categorization Spelling Correction Authorship Attribution Biomedical

Approach

User Evaluation Bayesian Model Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Scientific Literature News Encyclopedia Biographies Blogs Child-directed Speech Child Language Query Logs Biomedical Texts