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Found 4 papers, 2 papers with code
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations
Retrofitting is a technique used to move word vectors closer together or further apart in their space to reflect their relationships in a Knowledge Base (KB).
Combining pre-trained language models and structured knowledge
In recent years, transformer-based language models have achieved state of the art performance in various NLP benchmarks.
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge
It is designed to represent the general knowledge involved in understanding language, improving natural language applications by allowing the application to better understand the meanings behind the words people use.
Representing General Relational Knowledge in ConceptNet 5
ConceptNet is a knowledge representation project, providing a large semantic graph that describes general human knowledge and how it is expressed in natural language.
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