Cross-lingual Document Retrieval using Regularized Wasserstein Distance

Preprint, Conference object English OPEN
Balikas, Georgios; Laclau, Charlotte; Redko, Ievgen; Amini, Massih-Reza;
(2018)
  • Publisher: HAL CCSD
  • Subject: Computer Science - Computation and Language | Statistics - Machine Learning | [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]

Many information retrieval algorithms rely on the notion of a good distance that allows to efficiently compare objects of different nature. Recently, a new promising metric called Word Mover's Distance was proposed to measure the divergence between text passages. In thi... View more
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