Learning Web Query Patterns for Imitating Wikipedia Articles

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Learning Web Query Patterns for Imitating Wikipedia Articles
Authors
Shohei Tanaka
Naokaki Okazaki
Mitsuru Ishizuka
Publication date
2010
Links
Original

Learning Web Query Patterns for Imitating Wikipedia Articles - scientific work related to Wikipedia quality published in 2010, written by Shohei Tanaka, Naokaki Okazaki and Mitsuru Ishizuka.

Overview

This paper presents a novel method for acquiring a set of query patterns to retrieve documents containing important information about an entity. Given an existing Wikipedia category that contains the target entity, authors extract and select a small set of query patterns by presuming that formulating search queries with these patterns optimizes the overall precision and coverage of the returned Web information. Authors model this optimization problem as a weighted maximum satisfiability (weighted Max-SAT) problem. The experimental results demonstrate that the proposed method outperforms other methods based on statistical measures such as frequency and point-wise mutual information (PMI), which are widely used in relation extraction.

Embed

Wikipedia Quality

Tanaka, Shohei; Okazaki, Naokaki; Ishizuka, Mitsuru. (2010). "[[Learning Web Query Patterns for Imitating Wikipedia Articles]]". Association for Computational Linguistics.

English Wikipedia

{{cite journal |last1=Tanaka |first1=Shohei |last2=Okazaki |first2=Naokaki |last3=Ishizuka |first3=Mitsuru |title=Learning Web Query Patterns for Imitating Wikipedia Articles |date=2010 |url=https://wikipediaquality.com/wiki/Learning_Web_Query_Patterns_for_Imitating_Wikipedia_Articles |journal=Association for Computational Linguistics}}

HTML

Tanaka, Shohei; Okazaki, Naokaki; Ishizuka, Mitsuru. (2010). &quot;<a href="https://wikipediaquality.com/wiki/Learning_Web_Query_Patterns_for_Imitating_Wikipedia_Articles">Learning Web Query Patterns for Imitating Wikipedia Articles</a>&quot;. Association for Computational Linguistics.