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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Oliveira, F. Fai Wong Ka-Seng Leong Chio-Kin Tong Ming-Chui Dong |
| Copyright Year | 2007 |
| Description | Author affiliation: Univ. of Macau, Macau (Oliveira, F.; Fai Wong; Ka-Seng Leong; Chio-Kin Tong; Ming-Chui Dong) |
| Abstract | With the availability of large amounts of multilingual documents, cross-language information retrieval (CLIR) has become an active research area in recent years. However, researchers often face with the problem of inherent ambiguities involved in natural languages. Moreover, this task is even more challenging for processing the Chinese language because word boundaries are not defined in the sentence. This paper presents a Chinese-Portuguese query translation for CLIR based on a machine translation (MT) system that parses constraint synchronous grammar (CSG). Unlike traditional transfer-based MT architectures, this model only requires a set of CSG rules for modeling syntactic structures of two languages simultaneously to perform the translation. Moreover, CSG can be used to remove different levels of disambiguation as the parsing processes in order to generate a translation with quality. |
| Starting Page | 4003 |
| Ending Page | 4008 |
| File Size | 677053 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424409723 |
| DOI | 10.1109/ICMLC.2007.4370846 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-08-19 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Information retrieval Natural languages Dictionaries Machine learning Cybernetics Production Vocabulary Humans Costs Probability Constraint synchronous grammar Cross-Language Information Retrieval Machine translation |
| Content Type | Text |
| Resource Type | Article |
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