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Found 2 papers, 1 papers with code
Integrating Lexical Knowledge in Word Embeddings using Sprinkling and Retrofitting
Past works have attempted to improve these embeddings by incorporating semantic knowledge from lexical resources like WordNet.
Network Representation Learning: Consolidation and Renewed Bearing
An important area of research that has emerged over the last decade is the use of graphs as a vehicle for non-linear dimensionality reduction in a manner akin to previous efforts based on manifold learning with uses for downstream database processing, machine learning and visualization.
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