Cross-language Information Retrieval
- ISBN-10
- 1598298631
- ISBN-13
- 9781598298635
- Category
- Computers
- Pages
- 125
- Language
- English
- Published
- 2010
- Publisher
- Morgan & Claypool Publishers
- Author
- Jian-Yun Nie
Description
The goal of this book is to provide a comprehensive description of the specific problems arisen in CLIR, the solutions proposed in this area, as well as the remaining problems. The book starts with a general description of the monolingual IR and CLIR problems. Different classes of approaches to translation are then presented: approaches using an MT system, dictionary-based translation and approaches based on parallel and comparable corpora. In addition, the typical retrieval effectiveness using different approaches is also compared. It will be shown that translation approaches specifically designed for CLIR can rival and outperform high-quality MT systems. Finally, the book offers a look into the future that draws a strong parallel between query expansion in monolingual IR and query translation in CLIR, suggesting that many approaches developed in monolingual IR can be adapted to CLIR.
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