Arabic Parser Evaluation and Improvements
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...
محفوظ في:
| المؤلف الرئيسي: | |
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| منشور في: |
2016
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| الموضوعات: | |
| الوصول للمادة أونلاين: | http://bspace.buid.ac.ae/handle/1234/1007 |
| الوسوم: |
إضافة وسم
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| _version_ | 1862980620304515072 |
|---|---|
| author | Ezzeldin, Khaled Mohamed Khaled |
| author_facet | Ezzeldin, Khaled Mohamed Khaled |
| author_role | author |
| dc.creator.none.fl_str_mv | Ezzeldin, Khaled Mohamed Khaled |
| dc.date.none.fl_str_mv | 2016-06 2017-08-15T08:47:25Z 2017-08-15T08:47:25Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | 100024 http://bspace.buid.ac.ae/handle/1234/1007 |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | The British University in Dubai (BUiD) |
| dc.subject.none.fl_str_mv | Arabic parser Stanford Parser Bikel parser Arabic Treebank (ATB) |
| dc.title.none.fl_str_mv | Arabic Parser Evaluation and Improvements |
| dc.type.none.fl_str_mv | Dissertation |
| description | 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. |
| id | budr_424d98c74a3a573c6c8bb4ceaec79c1f |
| identifier_str_mv | 100024 |
| language_invalid_str_mv | en |
| network_acronym_str | budr |
| network_name_str | The British University in Dubai repository |
| oai_identifier_str | oai:bspace.buid.ac.ae:1234/1007 |
| publishDate | 2016 |
| publisher.none.fl_str_mv | The British University in Dubai (BUiD) |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Arabic Parser Evaluation and ImprovementsEzzeldin, Khaled Mohamed KhaledArabic parserStanford ParserBikel parserArabic Treebank (ATB)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.The British University in Dubai (BUiD)2017-08-15T08:47:25Z2017-08-15T08:47:25Z2016-06Dissertationapplication/pdf100024http://bspace.buid.ac.ae/handle/1234/1007enoai:bspace.buid.ac.ae:1234/10072021-10-18T08:02:03Z |
| spellingShingle | Arabic Parser Evaluation and Improvements Ezzeldin, Khaled Mohamed Khaled Arabic parser Stanford Parser Bikel parser Arabic Treebank (ATB) |
| title | Arabic Parser Evaluation and Improvements |
| title_full | Arabic Parser Evaluation and Improvements |
| title_fullStr | Arabic Parser Evaluation and Improvements |
| title_full_unstemmed | Arabic Parser Evaluation and Improvements |
| title_short | Arabic Parser Evaluation and Improvements |
| title_sort | Arabic Parser Evaluation and Improvements |
| topic | Arabic parser Stanford Parser Bikel parser Arabic Treebank (ATB) |
| url | http://bspace.buid.ac.ae/handle/1234/1007 |