Tencent Advertising Technology

Nov 5, 2020 · Artificial Intelligence

Graph-based Evidence Aggregating and Reasoning (GEAR): A Graph Neural Network Approach to Fact Verification

The article introduces the GEAR model, a graph‑based evidence aggregation and reasoning framework that leverages BERT representations and graph neural networks to improve multi‑evidence fact verification, discusses its challenges, experimental gains on the FEVER dataset, and potential applications such as fake‑news detection and knowledge‑graph validation.