CASIA OpenIR  > 09年以前成果
Bilingual chunk alignment based on interactional matching and probabilistic latent semantic indexing
Liu, FF; Jin, QL; Zhao, J; Xu, B; Su, KY; Tsujii, J; Lee, JH; Kwong, OY
2005
发表期刊NATURAL LANGUAGE PROCESSING - IJCNLP 2004
卷号3248页码:416-425
文章类型Article
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.
关键词Bilingual Chunking Alignment Interactional Matching Plsi
WOS标题词Science & Technology ; Technology
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000228359800044
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9093
专题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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Liu, FF]的文章
[Jin, QL]的文章
[Zhao, J]的文章
百度学术
百度学术中相似的文章
[Liu, FF]的文章
[Jin, QL]的文章
[Zhao, J]的文章
必应学术
必应学术中相似的文章
[Liu, FF]的文章
[Jin, QL]的文章
[Zhao, J]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。