Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Ontologies Syntax Morphology Prosody Cognitive Linguistics

Task

Language Understanding Morphological Analysis Tagging Syntactic Parsing Semantic Parsing Discourse Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Emotion Detection Question Answering Knowledge Acquisition Language Generation Summarization Machine Translation Paraphrasing Text Organization Argumentation Mining Word Segmentation Biomedical Ethics

Approach

Topic Modeling Deep Learning Structured Prediction Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Urdu Sanskrit Japanese Korean Spanish French Arabic Hebrew

Dataset

News Social Media Twitter Blogs Biomedical Texts