Topics

Linguistic Trends

Discourse Pragmatics Embeddings Syntax Morphology Typology

Task

Language Understanding Morphological Analysis Tagging Syntactic Parsing Semantic Parsing Information Extraction Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Summarization Machine Translation ASR Word Segmentation Biomedical

Approach

Deep Learning Structured Prediction Generative Model Representation Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Tamil Japanese Korean Spanish French Arabic Hebrew Semitic Low-Resource Languages

Dataset

News Social Media Blogs Child-directed Speech Biomedical Texts Web Crawl