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DC Field | Value | Language |
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dc.contributor.author | Borg, Claudia | - |
dc.contributor.author | Gatt, Albert | - |
dc.date.accessioned | 2024-03-18T10:18:37Z | - |
dc.date.available | 2024-03-18T10:18:37Z | - |
dc.date.issued | 2017 | - |
dc.identifier.citation | Claudia Borg and Albert Gatt. 2017. Morphological Analysis for the Maltese Language: The challenges of a hybrid system. In Proceedings of the Third Arabic Natural Language Processing Workshop, Valencia. (25–34). | en_GB |
dc.identifier.uri | https://www.um.edu.mt/library/oar/handle/123456789/119978 | - |
dc.description.abstract | Maltese is a morphologically rich language with a hybrid morphological system which features both concatenative and non-concatenative processes. This paper analyses the impact of this hybridity on the performance of machine learning techniques for morphological labelling and clustering. In particular, we analyse a dataset of morphologically related word clusters to evaluate the difference in results for concatenative and non-concatenative clusters. We also describe research carried out in morphological labelling, with a particular focus on the verb category. Two evaluations were carried out, one using an unseen dataset, and another one using a gold standard dataset which was manually labelled. The gold standard dataset was split into concatenative and non-concatenative to analyse the difference in results between the two morphological systems. | en_GB |
dc.language.iso | en | en_GB |
dc.publisher | Association for Computational Linguistics | en_GB |
dc.rights | info:eu-repo/semantics/openAccess | en_GB |
dc.subject | Maltese language -- Morphology | en_GB |
dc.subject | Grammar, Comparative and general | en_GB |
dc.subject | Computational linguistics | en_GB |
dc.subject | Maltese language -- Grammar | en_GB |
dc.title | Morphological analysis for the Maltese language : the challenges of a hybrid system | en_GB |
dc.type | conferenceObject | en_GB |
dc.rights.holder | The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder. | en_GB |
dc.bibliographicCitation.conferencename | Third Arabic Natural Language Processing Workshop | en_GB |
dc.bibliographicCitation.conferenceplace | Valencia, Spain. 03/04/2017. | en_GB |
dc.description.reviewed | peer-reviewed | en_GB |
Appears in Collections: | Scholarly Works - FacICTAI |
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File | Description | Size | Format | |
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W17-1304.pdf | 131.12 kB | Adobe PDF | View/Open |
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