Topics

Linguistic Trends

Discourse Pragmatics Distributional Semantics Embeddings Syntax Morphology Phonology Phonetics Code Mixing Code Switching Typology Psycholinguistics

Task

Language Understanding Language Identification 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 Question Answering Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science

Approach

User Evaluation Topic Modeling Deep Learning Structured Prediction Generative Model Discriminative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

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

Dataset

News Encyclopedia Social Media Twitter Spoken Dialog Web Crawl