Topics

Linguistic Trends

Discourse Pragmatics Distributional Semantics Embeddings Formal Semantics Ontologies Syntax Morphology Prosody Multilingualism Typology Cognitive Linguistics

Task

Language Understanding Corpus Annotation Language Identification 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 Time Normalization Question Answering Knowledge Acquisition Coreference Resolution Language Generation Summarization Machine Translation Paraphrasing Text Simplification Word Segmentation Text Categorization Spelling Correction Style Analysis Authorship Attribution Biomedical Social Science Ethics

Approach

Crowd Sourcing Topic Modeling Deep Learning Bayesian Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Japanese Spanish French Arabic Hebrew

Dataset

News Encyclopedia Social Media Twitter Blogs Spoken Dialog