Topics

Linguistic Trends

Discourse Pragmatics Distributional Semantics Embeddings Ontologies Syntax Morphology Phonology Multilingualism Language Change Typology Psycholinguistics

Task

Corpus Development Corpus Annotation Language Identification Morphological Analysis Tagging Chunking 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 Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Argumentation Mining OCR Word Segmentation Text Categorization Spelling Correction Authorship Attribution Native Language Identification Biomedical Social Science Ethics

Approach

Multilingual Resources Topic Modeling Deep Learning Bayesian Model Structured Prediction Generative Model Discriminative Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Urdu Japanese Spanish French Arabic Hebrew Semitic

Dataset

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