Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Ontologies Syntax Morphology Code Mixing Code Switching Language Change Typology

Task

Language Understanding Corpus Annotation 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 Emotion Detection Event Detection Question Answering Coreference Resolution Dialog Structure Language Generation Summarization Machine Translation Paraphrasing Text Simplification ASR OCR Text Categorization Text Quality Prediction Authorship Attribution Native Language Identification Biomedical Social Science

Approach

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

Language

Multilingual Chinese English Hindi Urdu Sanskrit Japanese Korean Spanish French Arabic Semitic Child Language

Dataset

Scientific Literature News Encyclopedia Social Media Twitter Blogs Child Language Biomedical Texts