Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Event Semantics Ontologies Syntax Morphology Prosody Gesture Code Switching Typology Cognitive Linguistics

Task

Language Understanding Corpus Annotation Morphological Analysis Tagging Chunking 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 Coreference Resolution Dialog Structure Language Generation Summarization Machine Translation Paraphrasing OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science

Approach

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

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic Hebrew Low-Resource Languages

Dataset

Scientific Literature News Encyclopedia Social Media Twitter Blogs Biomedical Texts Clinical Notes