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Titlebook: Arabic Computational Morphology; Knowledge-based and Abdelhadi Soudi,Antal van den Bosch,Günter Neumann Book 2007 Springer Science+Busines

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发表于 2025-3-28 16:13:26 | 显示全部楼层
Erzeugung Sehr Tiefer Temperaturenem to Arabic text. Using standard evaluation metrics, we report that the (SVM-TOK) tokenizer achieves an F. score of 99.1, the (SVM-POS) tagger achieves an accuracy of 96.6%, and the (SVM-BPC) chunker yields an F. score of 91.6.
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1386-291X ied to one of the most vexing problems in linguistics.Covers.The morphology of Arabic poses special challenges to computational natural language processing systems. The exceptional degree of ambiguity in the writing system, the rich morphology, and the highly complex word formation process of roots
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https://doi.org/10.1007/978-3-662-34567-2hod for supervised learning using the transducers is discussed and then a more advanced technique using a memory-based learning technique with a distance derived from the Fisher kernel of the model. We then discuss how these algorithms can be employed for unsupervised learning, modelling the alignment between the strings as a hidden variable
发表于 2025-3-29 16:42:20 | 显示全部楼层
Inheritance-based Approach to Arabic Verbal Root-and-Pattern Morphologyplementation in DATR lexical knowledge representation language. Generalizations will be captured through the use of Default Inheritance technique. Dependencies will be handled through the use of Multiple Inheritance technique. Default Inference technique will be used to capture syncretisms
发表于 2025-3-29 22:34:59 | 显示全部楼层
Supervised and Unsupervised Learning of Arabic Morphologyhod for supervised learning using the transducers is discussed and then a more advanced technique using a memory-based learning technique with a distance derived from the Fisher kernel of the model. We then discuss how these algorithms can be employed for unsupervised learning, modelling the alignment between the strings as a hidden variable
发表于 2025-3-30 02:46:04 | 显示全部楼层
Beziehungen zur Wirtschaftsordnungl classifiers, each predicting the value of one of the root’s consonants. We show that when these predictors are combined by enforcing some fairly simple linguistics constraints, high accuracy, which compares favorably with human performance on this task, can be achieved
发表于 2025-3-30 05:42:29 | 显示全部楼层
https://doi.org/10.1007/978-3-662-30470-9ine which prefixes and suffixes should be used to build the light stemmer Al-Stem. The use of the Sebawai generated roots and stems as index terms along with the stems from Al-Stem are evaluated in an information retrieval application and the results are compared.
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