Copyright © 2004 Elsevier Ltd All rights reserved.
Technical issues of cross-language information retrieval: a review
Received 10 June 2004;
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Abstract
This paper reviews state-of-the-art techniques and methods for enhancing effectiveness of cross-language information retrieval (CLIR). The following research issues are covered: (1) matching strategies and translation techniques, (2) methods for solving the problem of translation ambiguity, (3) formal models for CLIR such as application of the language model, (4) the pivot language approach, (5) methods for searching multilingual document collection, (6) techniques for combining multiple language resources, etc.
Keywords: Cross-language information retrieval; Machine translation; Word sense disambiguation; Language model
Article Outline
- 1. Introduction
- 2. Matching strategies and translation
- 2.1. Matching strategies
- 2.1.1. Types of matching strategies
- 2.1.2. Cognate matching
- 2.1.3. Query translation
- 2.1.4. Document translation
- 2.1.5. Interlingual techniques
- 2.2. Translation techniques
- 2.2.1. Machine translation techniques
- 2.2.2. Dictionary-based methods
- 2.2.3. Parallel corpora-based method
- 2.2.4. Use of WWW resources
- 3. Term disambiguation techniques
- 3.1. Translation ambiguity
- 3.2. Use of part-of-speech tags
- 3.3. Parallel corpus-based disambiguation
- 3.4. Disambiguation based on co-occurrence statistics
- 3.5. Query expansion for disambiguation
- 3.6. Structured query model
- 3.7. Another method for disambiguation
- 3.8. Phrasal translation techniques
- 4. Formal model for CLIR
- 5. Other research topics in CLIR
- 5.1. Pivot language approach
- 5.2. Merging strategy for multilingual information retrieval
- 5.3. Combination of some language resources
- 5.4. Language processing issues
- 5.4.1. Text processing for languages other than English
- 5.4.2. Tokenization
- 5.4.3. Stopword list
- 5.4.4. Stemming
- 5.5. User interfaces for interactive CLIR
- 5.6. Evaluation of CLIR
- 6. Concluding remarks: future directions for research
- Acknowledgements
- References







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