Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Event Semantics Syntax Morphology Phonology Prosody Gesture Typology Cognitive Linguistics Psycholinguistics

Task

Corpus Annotation Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Factuality Analysis Word Segmentation Text Categorization Style Analysis Authorship Attribution Biomedical

Approach

Crowd Sourcing Human Computation Topic Modeling Deep Learning Bayesian Model Generative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

Scientific Literature News Encyclopedia Social Media Twitter Blogs Child Language