Countering the Risks of AI Overreliance: Leveraging Multi-Agent Debate for Complementary Human–AI Decision-Making in Legal Contexts
Bing Tuo, Brydon T. Wang, Tim Miller et al.
· ACM Transactions on Intellig... · 0 citations
2 papers indexed here
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
Book
Open access
Sep 2026
Easy to Read, Easy to Trust: How Processing Fluency in LLM Explanations Drives Over-Reliance in Hate Speech Moderation
Results show that explanation form does not affect decision accuracy but significantly reshapes reliance: fluent natural language explanations heighten moderators’ over-reliance on the AI—leading them to follow it even when it errs—whereas feature-based explanations promote scrutiny and self-reliance.
Bing Tuo, Tim Miller, Gianluca Demartini
· Proceedings of the 2026 ACM... · 0 citations