Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Phonology Phonetics Prosody Gesture Sociolinguistic Variation Language Change Typology Cognitive Linguistics Psycholinguistics

Task

Language Understanding Corpus Development 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 Emotion Detection Event Detection Question Answering Knowledge Acquisition Coreference Resolution Conversation Analysis Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Mathematical Models Biomedical Social Science Ethics

Approach

Multilingual Resources User Evaluation Crowd Sourcing Topic Modeling Deep Learning Bayesian Model Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Scientific Literature News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog Child-directed Speech Child Language Biomedical Texts Clinical Notes Web Crawl