3 papers
cs.CL2025
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation
Weihua Zheng, Roy Ka-Wei Lee, Zhengyuan Liu +3
Multilingual Large Language Models(MLLMs) demonstrate strong generalization across languages, yet they remain prone to hallucinations, especially in low-resource languages, due to…
cs.CL2025
Improving Multilingual Social Media Insights: Aspect-based Comment Analysis
Longyin Zhang, Bowei Zou, Ai Ti Aw
The inherent nature of social media posts, characterized by the freedom of language use with a disjointed array of diverse opinions and topics, poses significant challenges to down…
cs.CL2023
Evidence-based Interpretable Open-domain Fact-checking with Large Language Models
Xin Tan, Bowei Zou, Ai Ti Aw
Universal fact-checking systems for real-world claims face significant challenges in gathering valid and sufficient real-time evidence and making reasoned decisions. In this work,…