Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Prosody Gesture Typology

Task

Language Understanding Tagging Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Sentiment Analysis Event Detection Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR Biomedical Ethics

Approach

Topic Modeling Deep Learning Generative Model Discriminative Model Graphical Model Unsupervised Learning

Language

Multilingual Chinese English Hindi Korean Spanish French

Dataset

News Encyclopedia Social Media Biomedical Texts Clinical Notes