Topics

Linguistic Trends

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

Task

Language Understanding Corpus Annotation Morphological Analysis Tagging Chunking Syntactic 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 Dialog Structure Language Generation Summarization Machine Translation Paraphrasing ASR Spoken Language Processing Word Segmentation Text Categorization Spelling Correction Biomedical Ethics

Approach

User Evaluation Topic Modeling Bayesian Model Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Scientific Literature News Encyclopedia Biographies Social Media Blogs Spoken Dialog Child-directed Speech Child Language Query Logs Clinical Notes