Topics

Linguistic Trends

Discourse Pragmatics Lexical Semantics Distributional Semantics Embeddings Formal Semantics Event Semantics Grounded Semantics Ontologies Syntax Morphology Phonology Gesture Language Change Typology Cognitive Linguistics Psycholinguistics

Task

Language Understanding Corpus Annotation 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 Question Answering Knowledge Acquisition Coreference Resolution Summarization Machine Translation Paraphrasing Text Simplification ASR Biomedical Social Science Ethics Multimodal Systems

Approach

Crowd Sourcing Deep Learning Bayesian Model Structured Prediction Generative Model Graphical Model Representation Learning Semi-supervised Learning Unsupervised Learning

Language

Multilingual Chinese English Hindi Sanskrit Japanese Spanish French

Dataset

News Encyclopedia Twitter Blogs