Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Ontologies Syntax Morphology Gesture Typology Cognitive Linguistics

Task

Language Understanding Language Identification Morphological Analysis Tagging Chunking Syntactic Parsing Semantic Parsing Word Sense Disambiguation Named Entity Recognition Textual Entailment Semantic Similarity Information Extraction Information Retrieval Relation Extraction Sentiment Analysis Question Answering Coreference Resolution Summarization Machine Translation Paraphrasing Word Segmentation Text Categorization Biomedical

Approach

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

Language

Multilingual Chinese English Sanskrit Japanese Korean Spanish French Arabic

Dataset

News Encyclopedia Social Media Twitter Blogs Biomedical Texts Clinical Notes