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Translation of Unknown Terms Via Web Mining for Information Retrieval
[chapter]
2006
Lecture Notes in Computer Science
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For CLIR, one of the major hindrances to achieving retrieval performance at the level of monolingual information retrieval is the translation of terms in queries, which are not found in a bilingual dictionary ...
This paper describes the degree to which these problems arise in Korean Information Retrieval and suggests a novel approach to solve it. ...
Introduction For cross-language information retrieval (CLIR), one of the major hindrances to achieving retrieval performance at the level of monolingual information retrieval is the translation of terms ...
doi:10.1007/11880592_20
fatcat:c3f7iurctzgo7j3r3y76idl57i
Anchor text mining for translation of Web queries
2004
ACM Transactions on Information Systems
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A series of experiments has been conducted, including performance tests on term translation extraction, cross-language information retrieval, and translation suggestions for practical Web search services ...
The translation equivalents of a query term can be extracted via its translation in an intermediate language. ...
Mark Sanderson and the anonymous reviewers for their valuable comments and suggestions. Many thanks are given to Mr. ...
doi:10.1145/984321.984324
fatcat:75mnaq3qmza6vdduluhn3yhm5m
Study on Unknown Term Translation Mining from Google Snippets
2019
Information
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Bilingual web pages are widely used to mine translations of unknown terms. ...
The experimental results revealed that the proposed method performed remarkably well for mining translations of unknown terms. ...
Acknowledgments: The authors express their gratitude to the anonymous reviewers for their carefulness and patience.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/info10090267
fatcat:fpxv7nsnazbe7exxcsqyij6yiy
Translating unknown queries with web corpora for cross-language information retrieval
2004
Proceedings of the 27th annual international conference on Research and development in information retrieval - SIGIR '04
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We propose an online translation approach to determine effective translations for unknown query terms via mining of bilingual search-result pages obtained from Web search engines. ...
It is crucial for cross-language information retrieval (CLIR) systems to deal with the translation of unknown queries 1 due to that real queries might be short. ...
We thank Sukil Kim M.D. and Shih-Jui Lin for their support of this work in examining Japanese and Korean translations. ...
doi:10.1145/1008992.1009020
dblp:conf/sigir/ChengTCWLC04
fatcat:4orhlrrxpjatzogacrtroubibi
Introduction to the special topic section on mining Web resources for enhancing information retrieval
2007
Journal of the American Society for Information Science and Technology
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It is also common for Web sites to contain information in different languages since many countries adopt more than one language. ...
Web has been expanding at an enormous pace. There are a variety of Web documents in different genres, such as news, reports, reviews. ...
For example, one can employ a mining method to harvest terms from bilingual Web sites to discover candidates for the task of term translation in cross-lingual information retrieval. ...
doi:10.1002/asi.20626
fatcat:hnnx7uowarampmyo7kjllnpysy
Towards Web Mining of Query Translations for Cross-Language Information Retrieval in Digital Libraries
[chapter]
2003
Lecture Notes in Computer Science
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For out-of-dictionary terms, the Web is searched for the most promising translations which are suggested to users, whose click information on selecting suggested translations is then collected and employed ...
To utilize rich Web resources for query translation, several Web mining methods have been developed to effectively exploit two kinds of Web resources: anchor texts and search results, where several term ...
Term Translation
Anchor-Text Mining Search-Result Mining
Web Mining Search Log
Anchor-Text-Based Method An anchor text is the brief description of an out-link in a Web page. ...
doi:10.1007/978-3-540-24594-0_8
fatcat:zdak4nwubndkzksnk2mt5xmmxi
Improving translation accuracy in web-based translation extraction
2007
NTCIR Conference on Evaluation of Information Access Technologies
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In this paper, we present some approaches to improve translation accuracy in web-based translation extraction. ...
We proposed some approaches that can improve the translation accuracy in web-based translation extraction which relies on small dynamic small corpus. ...
Our experiments show that this approach is effective in web mining for translation extraction of unknown query terms. ...
dblp:conf/ntcir/LuXG07
fatcat:tdt54bd3mrcfnh6iavlrxqrjnu
Translating unknown cross-lingual queries in digital libraries using a web-based approach
2004
Proceedings of the 2004 joint ACM/IEEE conference on Digital libraries - JCDL '04
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In this paper, we investigate the feasibility of exploiting the Web as the corpus source to translate unknown query terms for cross-language information retrieval (CLIR) in digital libraries. ...
We propose a Web-based term translation approach to determine effective translations for unknown query terms by mining bilingual search-result pages obtained from a real Web search engine. ...
CONCLUSION In this paper, we have introduced a Web-based approach for dealing with the translation of unknown query terms for cross-language information retrieval in digital libraries. ...
doi:10.1145/996350.996378
dblp:conf/jcdl/WangTCLC04
fatcat:4z7xxoqpxzgzncncyl2ubuvbee
Development and Application of a Chinese Webpage Suicide Information Mining System (Sims)
2014
Journal of medical systems
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Objectives: This study aims at designing and piloting a convenient Chinese webpage suicide information mining system (SIMS) to help search and filter required data from the internet and discover potential ...
Data collection provides a user-friendly interface for retrieving suicide-related news and blogs from Chinese webpages and downloading them into SIMS database. ...
Acknowledgment This paper was co-funded by the Natural Science Foundation of China (grant number 81172201) and Anhui Provincial Fund for Elite Youth (grant number 2011SQRL060). ...
doi:10.1007/s10916-014-0088-z
pmid:25265902
fatcat:ns3m32iypbdunjit6aaxsxedwi
Embedding Web-based Statistical Translation Models in Cross-Language Information Retrieval
[article]
2003
arXiv
pre-print
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Cross-language information retrieval (CLIR) is an application which needs translation functionality of a relatively low level of sophistication since current models for information retrieval (IR) are still ...
In this paper, we will investigate the problem of automatically mining parallel texts from the Web and different ways of integrating the translation models within the retrieval process. ...
Part of this work was carried out while the first author was visiting the RALI laboratory at Université de Montréal. ...
arXiv:cs/0312008v1
fatcat:hztoxce3frcgpbsmegftpg4rdu
Synonymous Chinese Transliterations Retrieval from World Wide Web by Using Association Words
[chapter]
2008
Lecture Notes in Computer Science
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We present a framework for mining synonymous transliterations from a set of Web pages collected via a search engine. ...
An integrated statistical measure is proposed to form search keywords for a search engine in order to retrieve relevant Web snippets. ...
In practice, we first download a fixed number of Web snippets D for a transliteration c i via a search engine. ...
doi:10.1007/978-3-540-69384-0_96
fatcat:sx2tyowcqfe7zkkd5zh67fkdwe
Embedding Web-Based Statistical Translation Models in Cross-Language Information Retrieval
2003
Computational Linguistics
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Cross-language information retrieval (CLIR) is an application that needs translation functionality of a relatively low level of sophistication, since current models for information retrieval (IR) are still ...
In this article, we will investigate the problem of automatically mining parallel texts from the Web and different ways of integrating the translation models within the retrieval process. ...
Special thanks are due to Jiang Chen, who contributed to the building of PTMiner. ...
doi:10.1162/089120103322711587
fatcat:dkxidh7b3vdszodokvwhjd4nre
Improving Translation of Queries with Infrequent Unknown Abbreviations and Proper Names
2008
International Journal of Computational Linguistics and Chinese Language Processing
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Recently, a few researchers have proposed several effective search-result-based term translation extraction methods which explore search results to discover translations of frequent unknown terms from ...
Unknown term translation is important to CLIR and MT systems, but it is still an unsolved problem. ...
On the other hand, Lu et al. [2002] made the first attempt of mining unknown term translations from Web anchor texts. ...
dblp:journals/ijclclp/LuLC08
fatcat:6fkwbqlr5jedhidkms2tc3bnva
Knowledge-Based Query Expansion over a Medical Terminology Oriented Ontology on the Web
[chapter]
2003
Lecture Notes in Computer Science
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This paper deals with the problem of information retrieval on the Web and present the CISMeF project (acronym of Catalogue and Index of French-speaking Medical Sites). ...
Information retrieval in the CISMeF catalogue is done with a terminology that is similar to ontology of medical domain and a set of metadata. ...
Metadata describe Web information resources enhancing information retrieval. ...
doi:10.1007/978-3-540-39907-0_29
fatcat:tjl7b27lpbhknjyripld3hpcle
Chinese OOV translation and post-translation query expansion in chinese--english cross-lingual information retrieval
2005
ACM Transactions on Asian Language Information Processing
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A major difficulty for cross-lingual information retrieval is the detection and translation of out-of-vocabulary (OOV) terms; for OOV terms in Chinese, another difficulty is segmentation. ...
We have developed a new segmentation-free technique for automatic translation of Chinese OOV terms using the web. ...
In previous work we found that by mining the web to collect OOV terms and then using the web to search for translations, we were able to translate 61% of terms correctly and 31% of terms approximately ...
doi:10.1145/1105696.1105697
fatcat:doae4glz75eyzawt56qnu6yit4
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