Bib2vec: An Embedding-based Search System for Bibliographic Information

June 16, 2017 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Takuma Yoneda, Koki Mori, Makoto Miwa, Yutaka Sasaki arXiv ID 1706.05122 Category cs.CL: Computation & Language Cross-listed cs.AI, cs.IR Citations 4 Venue arXiv.org Last Checked 5 months ago
Abstract
We propose a novel embedding model that represents relationships among several elements in bibliographic information with high representation ability and flexibility. Based on this model, we present a novel search system that shows the relationships among the elements in the ACL Anthology Reference Corpus. The evaluation results show that our model can achieve a high prediction ability and produce reasonable search results.
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