English

DINFRA: A One Stop Shop for Computing Multilingual Semantic Relatedness

Information Retrieval 2018-05-25 v1 Computation and Language

Abstract

This demonstration presents an infrastructure for computing multilingual semantic relatedness and correlation for twelve natural languages by using three distributional semantic models (DSMs). Our demonsrator - DInfra (Distributional Infrastructure) provides researchers and developers with a highly useful platform for processing large-scale corpora and conducting experiments with distributional semantics. We integrate several multilingual DSMs in our webservice so the end user can obtain a result without worrying about the complexities involved in building DSMs. Our webservice allows the users to have easy access to a wide range of comparisons of DSMs with different parameters. In addition, users can configure and access DSM parameters using an easy to use API.

Keywords

Cite

@article{arxiv.1805.09644,
  title  = {DINFRA: A One Stop Shop for Computing Multilingual Semantic Relatedness},
  author = {Siamak Barzegar and Juliano Efson Sales and Andre Freitas and Siegfried Handschuh and Brian Davis},
  journal= {arXiv preprint arXiv:1805.09644},
  year   = {2018}
}

Comments

2 pages, 2 figures, SIGIR Conference

R2 v1 2026-06-23T02:07:07.324Z