Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Embeddings Ontologies Syntax Morphology Phonology Language Change Typology Cognitive Linguistics

Task

Language Understanding Corpus Annotation 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 Emotion Detection Event Detection Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing ASR OCR Word Segmentation Text Categorization Spelling Correction Biomedical Social Science Ethics

Approach

Multilingual Resources User Evaluation Topic Modeling Bayesian Model Kernel Method Structured Prediction Generative Model Discriminative Model Graphical Model Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Japanese Spanish French Arabic Hebrew

Dataset

News Encyclopedia Biographies Social Media Twitter Blogs Query Logs Web Crawl