| Title: | A Structured Prediction Approach for Statistical Machine Translation |
| Author: | Zhang DK(张大鲲)
; Sun L(孙乐)
; Li WB(李文波)
|
| Conference Name: | Third International Joint Conference on Natural Language Processing
|
| Conference Date: | 2008-01-07
|
| Issued Date: | 2009-12-31
|
| Conference Place: | 北京
|
| Abstract: | We propose a new formally syntax-based method for statistical machine translation. Transductions between parsing trees are transformed into a problem of sequence tagging, which is then tackled by a search- based structured prediction method. This allows us to automatically acquire transla- tion knowledge from a parallel corpus without the need of complex linguistic parsing. This method can achieve compa- rable results with phrase-based method (like Pharaoh), however, only about ten percent number of translation table is used. Experiments show that the structured pre- diction approach for SMT is promising for its strong ability at combining words. |
| Language: | 中文
|
| Content Type: | 会议论文
|
| URI: | http://ir.iscas.ac.cn/handle/311060/639
|
| Appears in Collections: | 基础软件国家工程研究中心_会议论文
|
| File Name/ File Size |
Content Type |
Version |
Access |
License |
|
|---|
| 张大鲲-conf.pdf（591KB） | -- | -- | 限制开放 | | 联系获取全文 |
|
| Recommended Citation: | |
Zhang DK,Sun L,Li WB. A Structured Prediction Approach for Statistical Machine Translation[C]. 见:Third International Joint Conference on Natural Language Processing . 北京. 2008-01-07 .
|
|
|
