Topics

Linguistic Trends

Discourse Distributional Semantics Embeddings Formal Semantics Event Semantics Syntax Morphology Prosody Gesture Typology

Task

Language Understanding Morphological Analysis Tagging 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 Language Generation Summarization Machine Translation Paraphrasing Text Simplification Image Description Generation Biomedical Ethics

Approach

Topic Modeling Deep Learning Structured Prediction Generative Model Representation Learning

Language

Multilingual Chinese English Hindi Japanese Korean Spanish French Arabic

Dataset

Literary Text News Encyclopedia Biographies Social Media Twitter Blogs Spoken Dialog