Topics

Linguistic Trends

Discourse Pragmatics Embeddings Syntax Phonetics Prosody

Task

Language Understanding Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Emotion Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR Word Segmentation Spelling Correction Biomedical Social Science

Approach

Bayesian Model Structured Prediction Generative Model Discriminative Model Unsupervised Learning

Language

Multilingual Chinese English Japanese Korean Spanish French Arabic

Dataset

News Biographies Social Media Twitter Blogs Query Logs