Arabic Parser Evaluation and Improvements
| dc.Location | 2016 T 58.6 E99 | |
| dc.Supervisor | Professor Khaled Shaalan | |
| dc.contributor.author | Ezzeldin, Khaled Mohamed Khaled | |
| dc.date.accessioned | 2017-08-15T08:47:25Z | |
| dc.date.available | 2017-08-15T08:47:25Z | |
| dc.date.issued | 2016-06 | |
| dc.description.abstract | This thesis focuses on comparing between two famous Arabic parsers Stanford Parser and Bikel parser using Arabic Treebank (ATB) for model training and testing and for this purpose we created a software that enables us to convert the ATB format to grammar format, convert the Arabic Morphological tags to Penn tags, and evaluate the parsers output by calculating the Precision, Recall, F-Score, and Tag Accuracy. We also modify Bikel Parser to use the Penn tags in training to improve the Precision, Recall, F-Score, and Tag Accuracy results from the parse output. | en_US |
| dc.identifier.other | 100024 | |
| dc.identifier.uri | http://bspace.buid.ac.ae/handle/1234/1007 | |
| dc.language.iso | en | en_US |
| dc.publisher | The British University in Dubai (BUiD) | en_US |
| dc.subject | Arabic parser | en_US |
| dc.subject | Stanford Parser | en_US |
| dc.subject | Bikel parser | en_US |
| dc.subject | Arabic Treebank (ATB) | en_US |
| dc.title | Arabic Parser Evaluation and Improvements | en_US |
| dc.type | Dissertation | en_US |