Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Syntax Morphology Phonetics Prosody Gesture Typology 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 Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Organization ASR Spoken Language Processing OCR Word Segmentation Text Categorization Spelling Correction Authorship Attribution Native Language Identification Biomedical Ethics

Approach

User Evaluation Crowd Sourcing Topic Modeling Deep Learning Bayesian Model Structured Prediction Generative Model Discriminative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog Child-directed Speech Child Language Web Crawl