Abstract
This paper outlines the process of enhancing the conceptual description of verb synsets in WordNet using FrameNet frames. On the one hand we expand the coverage of the mapping between WordNet and FrameNet, while on the other – we improve the quality of the mapping using a set of consistency checks and verification procedures. The procedures include an automatic identification of potential inconsistencies and imbalanced relations, as well as suggestions for a more precise frame assignment followed by manual validation. We perform an evaluation of the procedures in terms of the quality of the suggestions measured as the potential improvement in precision and coverage, the relevance of the result and the efficiency of the procedure.- Anthology ID:
- 2020.clib-1.18
- Volume:
- Proceedings of the 4th International Conference on Computational Linguistics in Bulgaria (CLIB 2020)
- Month:
- September
- Year:
- 2020
- Address:
- Sofia, Bulgaria
- Venue:
- CLIB
- SIG:
- Publisher:
- Department of Computational Linguistics, IBL -- BAS
- Note:
- Pages:
- 165–175
- Language:
- URL:
- https://aclanthology.org/2020.clib-1.18
- DOI:
- Cite (ACL):
- Svetlozara Leseva and Ivelina Stoyanova. 2020. Consistency Evaluation towards Enhancing the Conceptual Representation of Verbs in WordNet. In Proceedings of the 4th International Conference on Computational Linguistics in Bulgaria (CLIB 2020), pages 165–175, Sofia, Bulgaria. Department of Computational Linguistics, IBL -- BAS.
- Cite (Informal):
- Consistency Evaluation towards Enhancing the Conceptual Representation of Verbs in WordNet (Leseva & Stoyanova, CLIB 2020)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-4/2020.clib-1.18.pdf