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  1. Proceedings of the 7th Forum for Information Retrieval Evaluation (FIRE '15)
  2. A Comparative Study on Different Translation Approaches for Query Formation in the Source Retrieval Task
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A Comparative Study on Different Translation Approaches for Query Formation in the Source Retrieval Task
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Title and abstract in chinese.

A Comparative Study on Different Translation Approaches for Query Formation in the Source Retrieval Task

Content Provider ACM Digital Library
Author Saha, Sujan Kumar Prakash, Amit
Abstract The text reuse detection among documents in comparable corpora has become an important research topic due to its usages ranging from document linking to plagiarism detection. A text reuse detection system typically computes similarity between source document and the possibly reused document. Considering the real-world scenario where exhaustive comparison is not possible, the system must first retrieve a subset of documents that serves as the source of similarity computation. But the task becomes more challenging when the language of reused document differs from the source document. In this paper we present a comparative study of different translation approaches used to map the language barrier for cross-lingual retrieval of possible sources of text reuse. We perform our experiments on CL!NSS 2013 dataset. It is observed that machine translation based query formation approach retrieves sources with highest recall. Our system also outperforms the existing systems in the literature.
Starting Page 43
Ending Page 46
Page Count 4
File Format PDF
ISBN 9781450340045
DOI 10.1145/2838706.2838714
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-12-04
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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