VSE-ens: Visual-Semantic Embeddings with Efficient Negative Sampling.

Guibing Guo Songlin Zhai Fajie Yuan Yuan Liu Xingwei Wang

Published in: AAAI (2018)

Keyphrases

natural language
vector space
computationally expensive
low level
semantic network
positive and negative
semantic context
information retrieval
semantically related
semantic knowledge
semantic content
semantic analysis
monte carlo
semantic information
semantic web
low dimensional
probabilistic model
high level