NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT. - Jiaying Hong; Thanet Markchom; Jianfei Xu; Tong Wu 033; Huizhi Liang 001 (SemEval@ACL, 2025)

UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation. - Thanet Markchom; Tong Wu 033; Liting Huang; Huizhi Liang 001 (SemEval@ACL, 2025)

Understanding Multi-Agent Reasoning with Large Language Models for Cartoon VQA. - Tong Wu 033; Thanet Markchom (CoRR, 2026)

NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating. - Tong Wu 033; Thanet Markchom; Huizhi Liang 001 (CoRR, 2026)

NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression. - Tong Wu 033; Nicolay Rusnachenko; Huizhi Liang 001 (CoRR, 2026)