SemEval-2013_Final_7_Paper_Pre-Print.pdf (231.54 kB)
UoS: a graph-based system for graded word sense induction
journal contribution
posted on 2023-06-08, 15:12 authored by David Hope, Bill KellerThis paper presents UoS, a graph-based Word Sense Induction system which attempts to find all applicable senses of a target word given its context, grading each sense according to its suitability to the context. Senses of a target word are induced through use of a non-parameterised, linear-time clustering algorithm that returns maximal quasi-strongly connected components of a target word graph in which vertex pairs are assigned to the same cluster if either vertex has the highest edge weight to the other. UoS participated in SemEval-2013 Task 13: Word Sense Induction for Graded and Non-Graded Senses. Two system were submitted; both systems returned results comparable with those of the best performing systems.
History
Publication status
- Published
File Version
- Published version
Journal
Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)Publisher
The Association for Computational LinguisticsPublisher URL
Page range
689-694Event name
Second Joint Conference on Lexical and Computational Semantics (*SEM)Event location
Atlanta, Georgia, USAEvent type
workshopEvent date
2013Department affiliated with
- Informatics Publications
Full text available
- Yes
Peer reviewed?
- Yes