Difference between revisions of "Subtree Mining for Relation Extraction from Wikipedia"
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== Overview == | == Overview == | ||
In this study, authors address the problem of extracting relations between entities from [[Wikipedia]]'s English articles. Authors proposed method first anchors the appearance of entities in Wikipedia's articles using neither Named Entity Recognizer (NER) nor coreference resolution tool. It then classifies the relationships between entity pairs using SVM with [[features]] extracted from the web structure and subtrees mined from the syntactic structure of text. Authors evaluate method on manually annotated data from actual Wikipedia articles. | In this study, authors address the problem of extracting relations between entities from [[Wikipedia]]'s English articles. Authors proposed method first anchors the appearance of entities in Wikipedia's articles using neither Named Entity Recognizer (NER) nor coreference resolution tool. It then classifies the relationships between entity pairs using SVM with [[features]] extracted from the web structure and subtrees mined from the syntactic structure of text. Authors evaluate method on manually annotated data from actual Wikipedia articles. | ||
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| + | == Embed == | ||
| + | === Wikipedia Quality === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Nguyen, Dat P.T.; Matsuo, Yutaka; Ishizuka, Mitsuru. (2007). "[[Subtree Mining for Relation Extraction from Wikipedia]]". Association for Computational Linguistics. DOI: 10.3115/1614108.1614140. | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === English Wikipedia === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | {{cite journal |last1=Nguyen |first1=Dat P.T. |last2=Matsuo |first2=Yutaka |last3=Ishizuka |first3=Mitsuru |title=Subtree Mining for Relation Extraction from Wikipedia |date=2007 |doi=10.3115/1614108.1614140 |url=https://wikipediaquality.com/wiki/Subtree_Mining_for_Relation_Extraction_from_Wikipedia |journal=Association for Computational Linguistics}} | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | === HTML === | ||
| + | <code> | ||
| + | <nowiki> | ||
| + | Nguyen, Dat P.T.; Matsuo, Yutaka; Ishizuka, Mitsuru. (2007). &quot;<a href="https://wikipediaquality.com/wiki/Subtree_Mining_for_Relation_Extraction_from_Wikipedia">Subtree Mining for Relation Extraction from Wikipedia</a>&quot;. Association for Computational Linguistics. DOI: 10.3115/1614108.1614140. | ||
| + | </nowiki> | ||
| + | </code> | ||
| + | |||
| + | |||
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| + | [[Category:Scientific works]] | ||
| + | [[Category:English Wikipedia]] | ||
Latest revision as of 09:51, 6 February 2021
Authors | Dat P.T. Nguyen Yutaka Matsuo Mitsuru Ishizuka |
|---|---|
Publication date | 2007 |
DOI | 10.3115/1614108.1614140 |
Links | Original Preprint |
Subtree Mining for Relation Extraction from Wikipedia - scientific work related to Wikipedia quality published in 2007, written by Dat P.T. Nguyen, Yutaka Matsuo and Mitsuru Ishizuka.
Overview
In this study, authors address the problem of extracting relations between entities from Wikipedia's English articles. Authors proposed method first anchors the appearance of entities in Wikipedia's articles using neither Named Entity Recognizer (NER) nor coreference resolution tool. It then classifies the relationships between entity pairs using SVM with features extracted from the web structure and subtrees mined from the syntactic structure of text. Authors evaluate method on manually annotated data from actual Wikipedia articles.
Embed
Wikipedia Quality
Nguyen, Dat P.T.; Matsuo, Yutaka; Ishizuka, Mitsuru. (2007). "[[Subtree Mining for Relation Extraction from Wikipedia]]". Association for Computational Linguistics. DOI: 10.3115/1614108.1614140.
English Wikipedia
{{cite journal |last1=Nguyen |first1=Dat P.T. |last2=Matsuo |first2=Yutaka |last3=Ishizuka |first3=Mitsuru |title=Subtree Mining for Relation Extraction from Wikipedia |date=2007 |doi=10.3115/1614108.1614140 |url=https://wikipediaquality.com/wiki/Subtree_Mining_for_Relation_Extraction_from_Wikipedia |journal=Association for Computational Linguistics}}
HTML
Nguyen, Dat P.T.; Matsuo, Yutaka; Ishizuka, Mitsuru. (2007). "<a href="https://wikipediaquality.com/wiki/Subtree_Mining_for_Relation_Extraction_from_Wikipedia">Subtree Mining for Relation Extraction from Wikipedia</a>". Association for Computational Linguistics. DOI: 10.3115/1614108.1614140.
