Topics

Linguistic Trends

Discourse Distributional Semantics Embeddings Syntax Morphology Phonology Typology

Task

Language Understanding Corpus Development Language Identification 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 Language Generation Summarization Machine Translation Paraphrasing Image Description Generation ASR Word Segmentation Biomedical

Approach

Human Computation 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 Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Low-Resource Languages Child Language

Dataset

News Encyclopedia Biographies Social Media Twitter Blogs Child Language Biomedical Texts Clinical Notes Web Crawl