2 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.CL2026
Evaluating and Improving Evidence-Grounded Fact-Checking in LLMs via Multi-Round Evidence Ablation
Xingyu Deng, Mingzi Cao, Nikolaos Aletras +2
Automatic fact-checking systems assess the veracity of claims given evidence from relevant documents. Large Language Models (LLMs) have demonstrated strong performance in fact-chec…
cs.IR2025★ 1 cited
+VeriRel: Verification Feedback to Enhance Document Retrieval for Scientific Fact Checking
Xingyu Deng, Xi Wang, Mark Stevenson
Identification of appropriate supporting evidence is critical to the success of scientific fact checking. However, existing approaches rely on off-the-shelf Information Retrieval a…
cs.IR2025★ 2 cited
The Next Phase of Scientific Fact-Checking: Advanced Evidence Retrieval from Complex Structured Academic Papers
Xingyu Deng, Xi Wang, Mark Stevenson
Scientific fact-checking aims to determine the veracity of scientific claims by retrieving and analysing evidence from research literature. The problem is inherently more complex t…