Field Of Study

Linguistic Trends

Discourse Distributional Semantics Embeddings Formal Semantics Syntax Morphology Phonology Language Change

Task

Language Understanding Tagging Semantic Parsing Word Sense Disambiguation Textual Entailment Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation ASR Word Segmentation Authorship Attribution

Approach

Deep Learning Structured Prediction Generative Model Discriminative Model Representation Learning Semi-supervised Learning

Language

Chinese English Japanese Arabic Low-Resource Languages

Dataset

News Social Media Twitter Spoken Dialog