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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Statistical entity ranking with domain knowledge

Publication ,  Chapter
Jin, XB; Geng, GG; Huang, K; Yan, ZW
December 1, 2016

Entity search is a new application meeting either precise or vague requirements from the search engines users. Baidu Cup 2016 Challenge just provided such a chance to tackle the problem of the entity search. We achieved the first place with the average MAP scores on 4 tasks including movie, tvShow, celebrity and restaurant. In this paper, we propose a series of similarity features based on both of the word frequency features and the word semantic features and describe our ranking architecture and experiment details.

Duke Scholars

DOI

Publication Date

December 1, 2016

Volume

10102

Start / End Page

811 / 818

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences
 

Citation

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Jin, X. B., Geng, G. G., Huang, K., & Yan, Z. W. (2016). Statistical entity ranking with domain knowledge. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10102, pp. 811–818). https://doi.org/10.1007/978-3-319-50496-4_73
Jin, X. B., G. G. Geng, K. Huang, and Z. W. Yan. “Statistical entity ranking with domain knowledge.” In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10102:811–18, 2016. https://doi.org/10.1007/978-3-319-50496-4_73.
Jin XB, Geng GG, Huang K, Yan ZW. Statistical entity ranking with domain knowledge. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2016. p. 811–8.
Jin, X. B., et al. “Statistical entity ranking with domain knowledge.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10102, 2016, pp. 811–18. Scopus, doi:10.1007/978-3-319-50496-4_73.
Jin XB, Geng GG, Huang K, Yan ZW. Statistical entity ranking with domain knowledge. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2016. p. 811–818.

DOI

Publication Date

December 1, 2016

Volume

10102

Start / End Page

811 / 818

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 46 Information and computing sciences