Double graph attention network reasoning method based on filtering and program-like evidence for table-based fact verification

H Gong, C Wang, X Huang - IEEE Access, 2023 - ieeexplore.ieee.org
Table-based fact verification requests parsing table and statement structure and performing
numerical and logical reasoning. Previous methods may select erroneous programs and …

Qadialmoe: Question-answering dialogue based fact verification with mixture of experts

L Wang, P Zhang, X Lu, L Zhang, C Yan… - Findings of the …, 2022 - aclanthology.org
Fact verification is an essential tool to mitigate the spread of false information online, which
has gained a widespread attention recently. However, a fact verification in the question …

Heuristic heterogeneous graph reasoning networks for Fact Verification

L Wu, D Yu, P Liu, C Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Existing studies on table-based fact verification generally capture linguistic evidence from
claim-table subgraphs or logical evidence from program-table subgraphs independently …