Bilingual chunk alignment based on interactional matching and probabilistic latent semantic indexing
文献类型：期刊论文
| 作者 | Liu, FF ; Jin, QL; Zhao, J; Xu, B; Su, KY; Tsujii, J; Lee, JH; Kwong, OY
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| 刊名 | NATURAL LANGUAGE PROCESSING - IJCNLP 2004
 |
| 出版日期 | 2005 |
| 卷号 | 3248页码:416-425 |
| 关键词 | bilingual chunking alignment interactional matching PLSI |
| 英文摘要 | An integrated method for bilingual chunk partition and alignment, called "Interactional Matching", is proposed in this paper. Different from former works, our method tries to get as necessary information as possible from the bilingual corpora themselves, and through bilingual constraint it can automatically build one-to-one chunk-pairs associated with the chunk-pair confidence coefficients. Also, our method partitions bilingual sentences entirely into chunks with no fragments left, different from collocation extracting methods. Furthermore, with the technology of Probabilistic Latent Semantic Indexing(PLSI), this method can deal with not only compositional chunks, but also non-compositional ones. The experiments show that, for overall process (including partition and alignment), our method can obtain 85% precision with 57% recall for the written language chunk-pairs and 78% precision with 53% recall for the spoken language chunk-pairs. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000228359800044 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9093]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, FF,Jin, QL,Zhao, J,et al. Bilingual chunk alignment based on interactional matching and probabilistic latent semantic indexing[J]. NATURAL LANGUAGE PROCESSING - IJCNLP 2004,2005,3248:416-425. |
| APA | Liu, FF.,Jin, QL.,Zhao, J.,Xu, B.,Su, KY.,...&Kwong, OY.(2005).Bilingual chunk alignment based on interactional matching and probabilistic latent semantic indexing.NATURAL LANGUAGE PROCESSING - IJCNLP 2004,3248,416-425. |
| MLA | Liu, FF,et al."Bilingual chunk alignment based on interactional matching and probabilistic latent semantic indexing".NATURAL LANGUAGE PROCESSING - IJCNLP 2004 3248(2005):416-425. |
入库方式： OAI收割
来源：自动化研究所
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