Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit

Andrey Kutuzov, Elizaveta Kuzmenko


Abstract
In this demo we present WebVectors, a free and open-source toolkit helping to deploy web services which demonstrate and visualize distributional semantic models (widely known as word embeddings). WebVectors can be useful in a very common situation when one has trained a distributional semantics model for one’s particular corpus or language (tools for this are now widespread and simple to use), but then there is a need to demonstrate the results to general public over the Web. We show its abilities on the example of the living web services featuring distributional models for English, Norwegian and Russian.
Anthology ID:
E17-3025
Volume:
Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics
Month:
April
Year:
2017
Address:
Valencia, Spain
Editors:
André Martins, Anselmo Peñas
Venue:
EACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
99–103
Language:
URL:
https://aclanthology.org/E17-3025
DOI:
Bibkey:
Cite (ACL):
Andrey Kutuzov and Elizaveta Kuzmenko. 2017. Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit. In Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics, pages 99–103, Valencia, Spain. Association for Computational Linguistics.
Cite (Informal):
Building Web-Interfaces for Vector Semantic Models with the WebVectors Toolkit (Kutuzov & Kuzmenko, EACL 2017)
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PDF:
https://aclanthology.org/E17-3025.pdf