Cross-lingual word embedding refinement by 1 norm optimisation

HIGHLIGHTS

  • who: Xutan Peng and collaborators from the Department of Computer Science, The University of Sheffield, UK have published the article: Cross-Lingual Word Embedding Refinement by 1 Norm Optimisation, in the Journal: (JOURNAL)
  • what: This approach has been used in many applications, such as the activation function of long short-term memory networks (Hochreiter and Schmidhuber, 1997). The authors address these challenges by adopting the approaches proposed by Trendafilov . The authors propose a refinement algorithm for improving the quality of CLWEs based on u21131 loss. Another set of experiments were conducted to evaluate the robustness . . .

     

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