UWB at SemEval-2026 Task 5: Synsets and their contexts

Stephen Taylor


Abstract
SemEval 2026 task 5 asks us to provide a pro-gram to try to match the human ratings of sense-appropriateness of a particular word in a seriesof very structured, very short stories.Our system1 associates a fixed list of 50 wordswith each WordNet synset, and computes sev-eral scores for each of the phrases in the story,to determine how closely the phrase matchesthe wordlist.We received near-chance results, in spite ofseveral different approaches to building andemploying sets of word-lists. The stories inthis dataset are designed to be ambiguous, andevery story contains words associated with atleast two senses of the target word. We nowbelieve that our system’s approach is inappro-priate for this dataset.
Anthology ID:
2026.semeval-1.106
Volume:
Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
Month:
July
Year:
2026
Address:
San Diego, California, USA
Editors:
Ekaterina Kochmar, Debanjan Ghosh, Kai North, Mamoru Komachi
Venues:
SemEval | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
748–754
Language:
URL:
https://preview.aclanthology.org/ingest-acl-workshops/2026.semeval-1.106/
DOI:
Bibkey:
Cite (ACL):
Stephen Taylor. 2026. UWB at SemEval-2026 Task 5: Synsets and their contexts. In Proceedings of the 20th International Workshop on Semantic Evaluation (2026), pages 748–754, San Diego, California, USA. Association for Computational Linguistics.
Cite (Informal):
UWB at SemEval-2026 Task 5: Synsets and their contexts (Taylor, SemEval 2026)
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PDF:
https://preview.aclanthology.org/ingest-acl-workshops/2026.semeval-1.106.pdf