Towards a Conceptual Description of Verbs
Our work is focused on the conceptual description of verbs by employing two main resources – the lexical semantic network WordNet and the conceptual frames from FrameNet. We implement a method for inheritance-based mapping between the two resources by transferring the frame assignments from a hypern...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Sciendo
2020-11-01
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| Series: | Cybernetics and Information Technologies |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/cait-2020-0050 |
| _version_ | 1818309018319323136 |
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| author | Leseva Svetlozara Stoyanova Ivelina |
| author_facet | Leseva Svetlozara Stoyanova Ivelina |
| author_sort | Leseva Svetlozara |
| collection | DOAJ |
| description | Our work is focused on the conceptual description of verbs by employing two main resources – the lexical semantic network WordNet and the conceptual frames from FrameNet. We implement a method for inheritance-based mapping between the two resources by transferring the frame assignments from a hypernym to its hyponyms. We discover that the method performs best for directly related pairs of synsets but deteriorates in assignment at two or more steps. The mapping is then used for enhancing each of the resources by expanding it with new entries and by contributing to the resources’ relational structure. |
| first_indexed | 2024-12-13T07:23:30Z |
| format | Article |
| id | doaj.art-54b4e0d7915d4bc9837f3c7837c24da5 |
| institution | Directory Open Access Journal |
| issn | 1314-4081 |
| language | English |
| last_indexed | 2024-12-13T07:23:30Z |
| publishDate | 2020-11-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Cybernetics and Information Technologies |
| spelling | doaj.art-54b4e0d7915d4bc9837f3c7837c24da52022-12-21T23:55:21ZengSciendoCybernetics and Information Technologies1314-40812020-11-0120410812410.2478/cait-2020-0050Towards a Conceptual Description of VerbsLeseva Svetlozara0Stoyanova Ivelina1Department of Computational Linguistics, Institute for Bulgarian Language, Bulgarian Academy of Sciences, 52 Shipchenski prohod Blvd., 1113Sofia, BulgariaDepartment of Computational Linguistics, Institute for Bulgarian Language, Bulgarian Academy of Sciences, 52 Shipchenski prohod Blvd., 1113Sofia, BulgariaOur work is focused on the conceptual description of verbs by employing two main resources – the lexical semantic network WordNet and the conceptual frames from FrameNet. We implement a method for inheritance-based mapping between the two resources by transferring the frame assignments from a hypernym to its hyponyms. We discover that the method performs best for directly related pairs of synsets but deteriorates in assignment at two or more steps. The mapping is then used for enhancing each of the resources by expanding it with new entries and by contributing to the resources’ relational structure.https://doi.org/10.2478/cait-2020-0050framenetwordnetframe semanticssemantic relations |
| spellingShingle | Leseva Svetlozara Stoyanova Ivelina Towards a Conceptual Description of Verbs Cybernetics and Information Technologies framenet wordnet frame semantics semantic relations |
| title | Towards a Conceptual Description of Verbs |
| title_full | Towards a Conceptual Description of Verbs |
| title_fullStr | Towards a Conceptual Description of Verbs |
| title_full_unstemmed | Towards a Conceptual Description of Verbs |
| title_short | Towards a Conceptual Description of Verbs |
| title_sort | towards a conceptual description of verbs |
| topic | framenet wordnet frame semantics semantic relations |
| url | https://doi.org/10.2478/cait-2020-0050 |
| work_keys_str_mv | AT lesevasvetlozara towardsaconceptualdescriptionofverbs AT stoyanovaivelina towardsaconceptualdescriptionofverbs |