Knowledge Commons of Institute of Automation,CAS
Variable length language model for Chinese character recognition | |
Zhang, S; Wu, XL; Tan, T; Shi, YC; Gao, W | |
发表期刊 | ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS |
2000 | |
卷号 | 1948页码:267-271 |
文章类型 | Article |
摘要 | We present a new type of languague model - variable length language model (VLLM) hose length is non-deterministic on the base of 5-gram combined model brought forward previously. Its main advantage lies in that it captures the function of 5-gram combined model and reflects the structural feature of every line in test text as well. Compared to previous language model, the VLLM make, use of current result to determine which kind of language model should be used next and realizes the automatic choice of language model that is constant before VLLM also resolves the problem when punctuation marks appear Based on those improvments. We make experiments and get encouraging result. |
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, Interdisciplinary Applications ; Computer Science, Theory & Methods |
WOS记录号 | WOS:000174117200035 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9800 |
专题 | 09年以前成果 |
作者单位 | Chinese Acad Sci, Inst Automat, Engn Ctr Character Recognit, Beijing 100080, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, S,Wu, XL,Tan, T,et al. Variable length language model for Chinese character recognition[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948:267-271. |
APA | Zhang, S,Wu, XL,Tan, T,Shi, YC,&Gao, W.(2000).Variable length language model for Chinese character recognition.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948,267-271. |
MLA | Zhang, S,et al."Variable length language model for Chinese character recognition".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948(2000):267-271. |
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