Difference between revisions of "Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities"

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== Overview ==
 
== Overview ==
 
In this paper, authors propose two methods to adapt language modeling methods for expert search to the INEX entity ranking task. In experiments, authors notice that language modeling methods for expert search, if directly applied to the INEX entity ranking task, cannot effectively distinguish entity types. Thus, proposed methods aim at resolving this problem. First, authors propose a method to take into account the INEX category query field. Second, authors use an interpolation of two language models to rank entities, which can solely work on the text query. Authors experiments indicate that both methods can effectively adapt language modeling methods for expert search to the INEX entity ranking task.
 
In this paper, authors propose two methods to adapt language modeling methods for expert search to the INEX entity ranking task. In experiments, authors notice that language modeling methods for expert search, if directly applied to the INEX entity ranking task, cannot effectively distinguish entity types. Thus, proposed methods aim at resolving this problem. First, authors propose a method to take into account the INEX category query field. Second, authors use an interpolation of two language models to rank entities, which can solely work on the text query. Authors experiments indicate that both methods can effectively adapt language modeling methods for expert search to the INEX entity ranking task.
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== Embed ==
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=== Wikipedia Quality ===
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Jiang, Jiepu; Lu, Wei; Rong, Xianqian; Gao, Yangyan. (2009). "[[Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_27.
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=== English Wikipedia ===
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{{cite journal |last1=Jiang |first1=Jiepu |last2=Lu |first2=Wei |last3=Rong |first3=Xianqian |last4=Gao |first4=Yangyan |title=Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities |date=2009 |doi=10.1007/978-3-642-03761-0_27 |url=https://wikipediaquality.com/wiki/Adapting_Language_Modeling_Methods_for_Expert_Search_to_Rank_Wikipedia_Entities |journal=Springer, Berlin, Heidelberg}}
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=== HTML ===
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Jiang, Jiepu; Lu, Wei; Rong, Xianqian; Gao, Yangyan. (2009). &amp;quot;<a href="https://wikipediaquality.com/wiki/Adapting_Language_Modeling_Methods_for_Expert_Search_to_Rank_Wikipedia_Entities">Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities</a>&amp;quot;. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_27.
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Revision as of 09:51, 18 December 2019


Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities
Authors
Jiepu Jiang
Wei Lu
Xianqian Rong
Yangyan Gao
Publication date
2009
DOI
10.1007/978-3-642-03761-0_27
Links
Original Preprint

Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities - scientific work related to Wikipedia quality published in 2009, written by Jiepu Jiang, Wei Lu, Xianqian Rong and Yangyan Gao.

Overview

In this paper, authors propose two methods to adapt language modeling methods for expert search to the INEX entity ranking task. In experiments, authors notice that language modeling methods for expert search, if directly applied to the INEX entity ranking task, cannot effectively distinguish entity types. Thus, proposed methods aim at resolving this problem. First, authors propose a method to take into account the INEX category query field. Second, authors use an interpolation of two language models to rank entities, which can solely work on the text query. Authors experiments indicate that both methods can effectively adapt language modeling methods for expert search to the INEX entity ranking task.

Embed

Wikipedia Quality

Jiang, Jiepu; Lu, Wei; Rong, Xianqian; Gao, Yangyan. (2009). "[[Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_27.

English Wikipedia

{{cite journal |last1=Jiang |first1=Jiepu |last2=Lu |first2=Wei |last3=Rong |first3=Xianqian |last4=Gao |first4=Yangyan |title=Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities |date=2009 |doi=10.1007/978-3-642-03761-0_27 |url=https://wikipediaquality.com/wiki/Adapting_Language_Modeling_Methods_for_Expert_Search_to_Rank_Wikipedia_Entities |journal=Springer, Berlin, Heidelberg}}

HTML

Jiang, Jiepu; Lu, Wei; Rong, Xianqian; Gao, Yangyan. (2009). &quot;<a href="https://wikipediaquality.com/wiki/Adapting_Language_Modeling_Methods_for_Expert_Search_to_Rank_Wikipedia_Entities">Adapting Language Modeling Methods for Expert Search to Rank Wikipedia Entities</a>&quot;. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-03761-0_27.