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Using Semantic and Domain-Based Information in CLIR Systems
[chapter]
2014
Lecture Notes in Computer Science
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In this paper, we present a CLIR system exploiting multilingual ontologies for enriching documents representation with multilingual semantic information during the indexing phase and for mapping query ...
This system has been applied on a domainspecific document collection and the contribution of the ontologies to the CLIR system has been evaluated in conjunction with the use of both Microsoft Bing and ...
Future Work and Concluding Remarks In this work, we have presented a CLIR system based on the combination of the usage of domain-specific multilingual ontologies (i) for expanding queries and (ii) for ...
doi:10.1007/978-3-319-07443-6_17
fatcat:iqoqtakugrdxlepk6g6t6huamy
Cross-Lingual Information Retrieval and Semantic Interoperability for Cultural Heritage Repositories
2013
Recent Advances in Natural Language Processing
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The feasibility of crosslanguage information extraction and semantic search will be tested by implementing an early prototype system. ...
Our proposal is a system which improves capabilities of language-technology-based information extraction. ...
and 5.4. ...
dblp:conf/ranlp/MontiMBM13
fatcat:drdggw3qpbfubhv434yoz2i364
Cross Language Information Retrieval using Multilingual Ontology as Translation and Query Expansion Base (pp. 13-16)
2009
POLIBITS Research Journal on Computer Science and Computer Engineering With Applications
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This paper reports an experiment to evaluate a Cross Language Information Retrieval (CLIR) system that uses a multilingual ontology to improve query translation in the travel domain. ...
The ontology-based approach significantly outperformed the Machine Readable Dictionary translation baseline using Mean Average Precision as a metric in a usercentered experiment. ...
As a base for our Information Retrieval system we used the full text search technique. ...
doi:10.17562/pb-40-2
fatcat:zi6yadbyqjdmdgjr5yxmaw2o4i
Ontology-based Tamil–English cross-lingual information retrieval system
2018
Sadhana (Bangalore)
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Cross-lingual information retrieval (CLIR) systems facilitate users to query for information in one language and retrieve relevant documents in another language. ...
In general, CLIR systems translate query in source language to target language and retrieve documents in target language based on the keywords present in the translated query. ...
We also thank the anonymous reviewers for their constructive comments, which helped us to improve the manuscript. ...
doi:10.1007/s12046-018-0942-7
fatcat:yjx65g5cazesxjz6wnezghimou
Initial Approaches on Cross-Lingual Information Retrieval Using SMT on User-Queries
2012
Joint Seminar on Ontology Research in Brazil / International Workshop on Metamodels, Ontologies and Semantic Technologies
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Particularly, the pair of languages we work in this paper are English and Portuguese. In order to perform query translation we use a statistical machine translation approach. ...
In this paper we propose a multilingual extension for OnAIR which is an ontology-aided information retrieval system applied to retrieve clips from a video collection. ...
Acknowledgements This work has been supported by FAPESP through the OnAir project (2010/19111-9) and the visiting researcher program (2012/02131-2), and by the Spanish Ministry of Economy and Competitiveness ...
dblp:conf/ontobras/Costa-JussaPW12
fatcat:d27o7eoeibg3ljiwbjoncodmla
Survey on Indian CLIR and MT systems in Marathi Language
2015
International Journal of Computer Applications Technology and Research
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This paper covers the research work done in CLIR and MT systems for Marathi language in India. ...
Machine translation based (MTbased) approach of CLIR uses existing machine translation techniques to provide automatic translation of queries. ...
We would also like to extend a heartfelt gratitude to friends and family members who have inspired, guided and assisted us in performing this work. ...
doi:10.7753/ijcatr0407.1016
fatcat:hqpt5ljg45c4pmdfxwhani6hqy
A Review on the Cross and Multilingual Information Retrieval
2011
International journal of Web & Semantic Technology
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In this paper we explore some of the most important areas of information retrieval. In particular, Crosslingual Information Retrieval (CLIR) and Multilingual Information Retrieval (MLIR). ...
CLIR deals with asking questions in one language and retrieving documents in different language. ...
Most systems in CLIR use some type of translation. ...
doi:10.5121/ijwest.2011.2409
fatcat:lpz4c77okfhzdc54za66zf2r6e
Cross Language Information Retrieval (CLIR): A Survey of Approaches for Exploring Web Across Languages
2020
VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE
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working in this domain. ...
The need of information retrieval systems to become multilingual has given rise to the research in Cross Language Information Retrieval (CLIR) which can cross the language barriers and retrieve more relevant ...
Tholpadi, Bhattacharyya and Shevadehave explored using auxiliary language corpora for translation induction and semantic relatedness measurement in the cross-lingual domain and by creating two new human-annotated ...
doi:10.35940/ijitee.k7833.1110120
fatcat:qnfk26zmnndt7loi2kujjfiwr4
Refinement of search results using cross lingual reference technique
IJARCCE - Computer and Communication Engineering
2014
IJARCCE
IJARCCE - Computer and Communication Engineering
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The goal of this system is to improve the search result of Google by using the CLIR approach for search. ...
Cross-language information retrieval (CLIR) is a subfield of information retrieval (IR) that deals with the retrieval of the information in a language different from the language of the user's query. ...
This System aims to perform semantic search that uses semantics or the equivalent word of the query terms in the other languages such as Hindi and Bengali to produce the highly relevant search results. ...
doi:10.17148/ijarcce.2014.31207
fatcat:gqv6yeym5zaxvh2pibkhejy6xy
Extracting Bimodal Representations for Language-Based Image Retrieval
[chapter]
2000
Eurographics
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and of clustering features from multi-modal documents into one semantic space. ...
This paper explores two approaches to multimedia indexing that might contribute to the advancement of text-based conceptual search for pictorial information. ...
Approaches to CLIR and SDR A CLIR system supports the use of textual queries to search documents in other languages. ...
doi:10.1007/978-3-7091-6771-7_5
fatcat:pvwwzdxsqjfole6nxglmuo6jru
Advanced Information Retrieval
2009
Electronical Notes in Theoretical Computer Science
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Semantic based information retrieval goes beyond classical information retrieval and uses semantic information to understand the documents and queries in order to aid retrieval. ...
Semantic based information retrieval goes beyond standard surface information by using the concepts represented in documents and queries to improve retrieval performance. ...
Most systems in CLIR use some type of translation. ...
doi:10.1016/j.entcs.2008.12.082
fatcat:77tbcdwnqfdylkmb2inrbpdjda
A comprehensive survey on cross-language information retrieval system
2019
Indonesian Journal of Electrical Engineering and Computer Science
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This paper focuses on the various IR variants and techniques used in CLIR system. Further, based on available literature, a number of challenges and issues in CLIR have been identified and discussed. ...
This study is aimed at building an experimental CLIR system between one of the under-resourced language (i.e. Odia) and one of the most commonly used online language (i.e. English) in future. ...
Ambiguity in IR is semantic and syntactic in nature, whereas ambiguity in CLIR is semantic and lexical. ...
doi:10.11591/ijeecs.v14.i1.pp127-134
fatcat:bg3kk7o5sbcrbbxklsjbfw7aue
Semantic annotation for concept-based cross-language medical information retrieval
2002
International Journal of Medical Informatics
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Our approach is based on using the Unified Medical Language System (UMLS) as the primary source of semantic data. Documents and queries are annotated with multiple layers of linguistic information. ...
We present a framework for concept-based cross-language information retrieval in the medical domain, which is under development in the MUCHMORE project. ...
Semantic Annotation using UMLS and MeSH The essential part of any concept-based CLIR system is the identification of terms and their mapping to a language-independent conceptual level. ...
doi:10.1016/s1386-5056(02)00058-8
pmid:12460635
fatcat:matcl4ufunaczooia2wzuh2ieu
MULTILINGUAL INFORMATION RETRIEVAL BASED ON KNOWLEDGE CREATION TECHNIQUES
2011
Zenodo
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This paper deals with various data mining techniques that can be used for solving the problems encountered in CLIR. ...
Cross language information retrieval (CLIR) enables to search in multilingual document collections using the native language which can be supported by the different data mining techniques. ...
CLIR APPROACHES Some of the basic approaches to CLIR are Machine translation, controlled vocabulary and dictionary-based approach
Machine Translation One of the common methodologies to CLIR is the use ...
doi:10.5281/zenodo.3532231
fatcat:ynl7prmprffg5cvfl632rgvie4
A Survey on Cross Language Information Retrieval
2016
International Journal on Cybernetics & Informatics
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To solve such barriers, cross language information retrieval (CLIR) system, are nowadays in strong demand. ...
Further, based on available literature, a number of challenges and issues in CLIR have been identified and discussed. 128 With the rapid development of Internet technology, globalization of information ...
Ambiguity in IR are semantic and syntactic in nature, where as ambiguity in CLIR are semantic and lexical. ...
doi:10.5121/ijci.2016.5113
fatcat:mwgsiqoamrehlh4xus3dltp2ga
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