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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Zhi-Sheng Li Pi-Lian He Yue-Heng Sun |
| Copyright Year | 2007 |
| Description | Author affiliation: Tianjin Univ., Tianjin (Zhi-Sheng Li; Pi-Lian He; Yue-Heng Sun) |
| Abstract | To find the translation of a given terminology from web without dictionary is an interesting and challengeable work. The existing methods based on pattern mainly consist of two steps: (1) learn patterns from a training set, and (2) find the candidate terms and score them. However, there are two main deficiencies in the existing works: (1) the amount and reliability of patterns are restricted by the training set, and (2) the methods for scoring patterns and candidate terminologies are too simplified. We present a new method that needs only a pair of terminologies for training to acquire the initial patterns. Patterns acquisition and patterns evaluation are performed automatically when an appropriate candidate terminology is selected for a user's query. We also improve the method of scoring the candidate terminologies by applying heuristic rules. The experiment results show that our method is better than the existing technologies. |
| Starting Page | 4124 |
| Ending Page | 4129 |
| File Size | 661734 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424409723 |
| DOI | 10.1109/ICMLC.2007.4370868 |
| 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 | Terminology Machine learning Search engines Dictionaries Frequency Cybernetics Helium Sun Educational institutions Computer science Terminology translation Pattern acquisition Automatic evaluation Web-based |
| Content Type | Text |
| Resource Type | Article |
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