Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Syntax Morphology Phonology Typology

Task

Language Understanding Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Time Normalization Question Answering Coreference Resolution Dialog Structure Language Generation Summarization Machine Translation Paraphrasing ASR OCR Word Segmentation Text Categorization Native Language Identification Biomedical Social Science Ethics

Approach

Human Computation Deep Learning Bayesian Model Structured Prediction Generative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Malay Hindi Urdu Japanese Korean Spanish French Arabic Hebrew Semitic Low-Resource Languages Child Language

Dataset

News Encyclopedia Biographies Social Media Twitter Child-directed Speech Child Language