SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Querying across languages: a dictionary-based approach to multilingual information retrieval
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Experiments in multilingual information retrieval using the SPIDER system
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Phrasal translation and query expansion techniques for cross-language information retrieval
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Resolving ambiguity for cross-language retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Cross-Language Information Retrieval in a Multilingual Legal Domain
ECDL '97 Proceedings of the First European Conference on Research and Advanced Technology for Digital Libraries
Multilingual Information Access
ESSIR '00 Proceedings of the Third European Summer-School on Lectures on Information Retrieval-Revised Lectures
Ambiguity Problem in Multilingual Information Retrieval
CLEF '00 Revised Papers from the Workshop of Cross-Language Evaluation Forum on Cross-Language Information Retrieval and Evaluation
ISPRA'10 Proceedings of the 9th WSEAS international conference on Signal processing, robotics and automation
Mining monolingual and bilingual corpora
Intelligent Data Analysis
The performance of a machine translation-based english-indonesian CLIR system
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Finding answers to indonesian questions from english documents
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Retrieving images using cross-language text and image features
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
File correspondences dictionary construction in multilingual p2p file sharing systems
EUC'06 Proceedings of the 2006 international conference on Emerging Directions in Embedded and Ubiquitous Computing
Query and document translation for english-Indonesian cross language IR
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Towards a Possibilistic Information Retrieval System Using Semantic Query Expansion
International Journal of Intelligent Information Technologies
Hi-index | 0.00 |
We propose a query expansion technique which is based on a statistical similarity measure among terms to improve the effectiveness of the dictionary-based cross-language information retrieval (CLIR) method. We employ a term similarity-based sense disambiguation technique proposed in our earlier work to enhance the accuracy of the dictionary-based query translation method. The query expansion technique is then applied to the translation of queries to further improve their retrieval performance. We demonstrate the effectiveness of the two techniques combined using queries in three languages, namely, German, Spanish, and Indonesian, to retrieve English documents from a standard TREC (Text Retrieval Conference) collection. The results of our experiments indicate that the term similarity-based techniques work better when there are more phrases in the queries. In addition, our results also reemphasize other researchers' finding that phrase recognition and translation are critical to CLIR's effectiveness.