Topics

Linguistic Trends

Discourse Lexical Semantics Embeddings Ontologies Syntax Morphology Phonology Psycholinguistics

Task

Language Understanding Tagging Chunking Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Emotion Detection Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation ASR Word Segmentation Text Categorization Modeling Human Language Acquisition

Approach

User Evaluation Deep Learning Bayesian Model Structured Prediction Generative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Spanish French Arabic Low-Resource Languages Child Language

Dataset

News Encyclopedia Social Media Twitter Blogs Child Language