most citedFact in Fragments: Deconstructing Complex Claims via LLM-based Atomic Fact Extraction and Verification

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2025★ 1 cited

Fact in Fragments: Deconstructing Complex Claims via LLM-based Atomic Fact Extraction and Verification

Liwen Zheng, Chaozhuo Li, Zheng Liu +4

Fact verification plays a vital role in combating misinformation by assessing the veracity of claims through evidence retrieval and reasoning. However, traditional methods struggle…

cs.AI2025

Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression

Liwen Zheng, Chaozhuo Li, Haoran Jia +1

The growing complexity of factual claims in real-world scenarios presents significant challenges for automated fact verification systems, particularly in accurately aggregating and…