Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Grounded Semantics Ontologies Syntax Morphology Phonology Prosody Gesture Language Change Typology Psycholinguistics

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 Emotion Detection Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Text Organization ASR Spoken Language Processing OCR Word Segmentation Text Categorization Biomedical Social Science Ethics

Approach

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 Hindi Urdu Japanese Korean Spanish French Arabic Semitic Low-Resource Languages Child Language

Dataset

News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog Child Language