| 发明名称 | Machine translation with side information | ||
| 摘要 | A method of identifying and using side information available to statistical machine translation systems within an enterprise setting, the method including extracting user-specific interaction and non-interaction-based information from at least one corresponding database within the enterprise for each of a plurality of users, aggregating the user-specific interaction and non-interaction based information from a plurality of users, by using a processor on a computer, to tune and adapt background translation and language models, and updating all relevant models within the enterprise after user activity based on the tuned and adapted translation and language models. | ||
| 申请公布号 | US8768686(B2) | 申请公布日期 | 2014.07.01 |
| 申请号 | US201012779751 | 申请日期 | 2010.05.13 |
| 申请人 | International Business Machines Corporation | 发明人 | Sarikaya Ruhi;Navratil Jiri;Ramabhadran Bhuvana;Eubensky David;Roukos Salim Estephan |
| 分类号 | G06F17/28 | 主分类号 | G06F17/28 |
| 代理机构 | McGinn IP Law Group, PLLC | 代理人 | Dougherty, Esq. Anne V.;McGinn IP Law Group, PLLC |
| 主权项 | 1. A method of identifying and using side information available to statistical machine translation systems within an enterprise setting, the method comprising: extracting user specific interaction and non-interaction based information from at least one corresponding database within the enterprise for each of a plurality of users; aggregating said user specific interaction and non-interaction based information from a plurality of users, using a processor on a computer, to tune and adapt background translation and language models; updating all relevant models within the enterprise after user activity based on the tuned and adapted translation and language models; and using generic machine translation (MT) models to create a user-pair specific set of MT models. | ||
| 地址 | Armonk NY US | ||