Topics

Linguistic Trends

Discourse Lexical Semantics Distributional Semantics Embeddings Ontologies Syntax Phonology Prosody Typology

Task

Language Identification Tagging Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Sentiment Analysis Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR OCR Text Categorization Spelling Correction Authorship Attribution Native Language Identification Biomedical Social Science

Approach

Crowd Sourcing Topic Modeling Deep Learning Kernel Method Generative Model Representation Learning

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic Child Language

Dataset

News Encyclopedia Social Media Blogs Spoken Dialog Child Language