Nicholas Micallef
Nicholas Micallef has 2 papers in our library, in 2024–2026, most of them on Word sense disambiguation, Language models & pretraining, Evaluation & benchmarks; often with Julian Hough.
OpenAlex · ORCID · h-index 11 · 68 works · 546 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 12 times in our library · ⭐ Paper Stars ranking: #9717
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Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Word sense disambiguation · 2 worksEvaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation (2024 · 11 citations)
Large language models are tested here on Word Sense Disambiguation (WSD), especially for highly polysemous English words with many noun and verb senses, where classic supervised systems struggle because labelled data is scarce. - SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation (2026 · 1 citation)
This paper describes the SwanNLP system for SemEval-2026 Task 5. The task asks systems to predict how plausible humans find a given sense of a homonym inside a short story, on a 1–5 scale. The data come from the AmbiStory dataset. Each instance has a multi-sentence precontext, an ambiguous sentence and sometimes an…
Co-authors here
- Julian Hough ×2
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