Huizhi Liang

School of Computing, Newcastle University, School of Computing, Newcastle University, Newcastle upon Tyne, UK tongwuwhitney@gmail.com, thanet.markchom@reading.ac.uk, huizhi.liang@newcastle.ac.uk

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Reasoning & Chain-of-Thought (1)

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Tongtong Wu (1)Thanet Markchom (1)

Papers (1)

Mar 9, 2026

Stanford HAIMar 9, 2026·also School of Computing, University of Reading

NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating

Forget bigger models: clever prompt engineering with explicit decision rules crushes fine-tuning and embeddings for word sense disambiguation.

Tongtong Wu, Thanet Markchom, Huizhi Liang

Eval Frameworks & Benchmarks Natural Language Processing Reasoning & Chain-of-Thought

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Huizhi Liang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)