| Ellipsis and Coreference Resolution in a Computerized Virtual Patient Dialogue System | |
|---|---|
| 學年 | 105 |
| 學期 | 1 |
| 出版（發表）日期 | 2016-08-12 |
| 作品名稱 | Ellipsis and Coreference Resolution in a Computerized Virtual Patient Dialogue System |
| 作品名稱（其他語言） | |
| 著者 | Hsu, Hui-huang |
| 單位 | |
| 出版者 | |
| 著錄名稱、卷期、頁數 | Journal of Medical Systems 40(9), 206 |
| 摘要 | This paper describes the design of an ellipsis and coreference resolution module integrated in a computerized virtual patient dialogue system. Real medical diagnosis dialogues have been collected and analyzed. Several groups of diagnosis-related concepts were defined and used to construct rules, patterns, and features to detect and resolve ellipsis and coreference. The best F-scores of ellipsis detection and resolution were 89.15 % and 83.40 %, respectively. The best F-scores of phrasal coreference detection and resolution were 93.83 % and 83.40 %, respectively. The accuracy of pronominal anaphora resolution was 92 % for the 3rd-person singular pronouns referring to specific entities, and 97.31 % for other pronouns. |
| 關鍵字 | Computerized virtual patient;Coreference resolution;Dialogue system;Ellipsis;Pronominal anaphora |
| 語言 | en_US |
| ISSN | 1573-689X |
| 期刊性質 | 國外 |
| 收錄於 | SCI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 是 |
| 國別 | USA |
| 公開徵稿 | |
| 出版型式 | ,電子版 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/115182 ) |
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