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Building Bridges across Social Platforms: Answering Twitter Questions with Yahoo! Answers

Published: 07 August 2017 Publication History

Abstract

This paper investigates techniques for answering microblog questions by searching in a large community question answering website. Some question transformations are considered, some proprieties of the answering platform are examined, how to select among the various available configurations in a learning-to-rank framework is studied.

References

[1]
Eugene Agichtein, David Carmel, Dan Pelleg, Yuval Pinter, and Donna Harman 2015. Overview of the TREC 2015 LiveQA Track. In TREC. Gaithersburg, MD.
[2]
Mossaab Bagdouri and Douglas W. Oard 2015. CLIP at TREC 2015: Microblog and LiveQA. TREC. Gaithersburg, MD, USA.
[3]
Thorsten Joachims. 2006. Training Linear SVMs in Linear Time. In KDD'06. Philadelphia, PA, USA, 217--226.
[4]
Diederik P. Kingma and Jimmy Ba 2015. Adam: A Method for Stochastic Optimization. In ICLR'15. San Diego, CA, USA.
[5]
Baichuan Li and Irwin King 2010. Routing Questions to Appropriate Answerers in Community Question Answering Services CIKM'10. Toronto, ON, Canada, 1585--1588.
[6]
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. Efficient Estimation of Word Representations in Vector Space Workshop at ICLR'13.
[7]
Sharoda A. Paul, Lichan Hong, and Ed H. Chi 2011. Is Twitter a Good Place for Asking Questions? A Characterization Study ICWSM'11.
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Stephen Robertson and Hugo Zaragoza 2009. The Probabilistic Relevance Framework: BM25 and Beyond. FnTIR, Vol. 3, 4 (April 2009), 333--389.
[9]
Anna Shtok, Gideon Dror, Yoelle Maarek, and Idan Szpektor. 2012. Learning from the Past: Answering New Questions with Past Answers WWW'12. Lyon, France, 759--768.

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  1. Building Bridges across Social Platforms: Answering Twitter Questions with Yahoo! Answers

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      cover image ACM Conferences
      SIGIR '17: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval
      August 2017
      1476 pages
      ISBN:9781450350228
      DOI:10.1145/3077136
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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      New York, NY, United States

      Publication History

      Published: 07 August 2017

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      Author Tags

      1. cqa
      2. cross-platform question answering
      3. microblogs

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      • Short-paper

      Funding Sources

      • IBM
      • Qatar National Research Fund

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      SIGIR '17
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      SIGIR '17 Paper Acceptance Rate 78 of 362 submissions, 22%;
      Overall Acceptance Rate 792 of 3,983 submissions, 20%

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