Loading...
Please wait, while we are loading the content...
Similar Documents
The Open University ’ s repository of research publications and other research outputs Simple yet effective methods for cross-lingual link discovery ( CLLD )-KMI @ NTCIR-10 CrossLink-2 Conference Item
| Content Provider | Semantic Scholar |
|---|---|
| Author | Knoth, Petr Herrmannova, Drahomira |
| Copyright Year | 2013 |
| Abstract | Cross-Lingual Link Discovery (CLLD) aims to automatically find links between documents written in different languages. In this paper, we first present a relatively simple yet effective methods for CLLD in Wiki collections, explaining the findings that motivated their design. Our methods (team KMI) achieved in the NTCIR-10 CrossLink-2 evaluation the best overall results in the English to Chinese, Japanese and Korean (E2CJK) task and were the top performers in the Chinese, Japanese, Korean to English task (CJK2E) [Tang et al.,2013]. Though tested on these language combinations, the methods are language agnostic and can be easily applied to any other language combination with sufficient corpora and available pre-processing tools. In the second part of the paper, we provide an in-depth analysis of the nature of the task, the evaluation metrics and the impact of the system components on the overall CLLD performance. We believe a good understanding of these aspects is the key to improving CLLD systems in the future. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://oro.open.ac.uk/37825/1/ntcir-10-crosslink.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
