Topics

Linguistic Trends

Discourse Embeddings Morphology

Task

Language Understanding Language Identification Tagging Chunking Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Event Detection Question Answering Summarization Machine Translation OCR Word Segmentation Native Language Identification Biomedical

Approach

Topic Modeling Deep Learning Generative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi French Arabic

Dataset

News Social Media Twitter Biomedical Texts