Deliberative AI summarization for online discussions
Year: 2026
Type: preprint
Abstract: Our main research question asks : What are the features needed for a synthetic summary to be considered representative and actionable in the case of debates and deliberations ? To address this question, this project will, by proposing summaries with different constructions and features, ask individuals engaging with deliberation.io to rate their perceived views of summaries according to multiple self-reported metrics. Additional to qualitative human judgement, we will use different automatic metrics to evaluate the quantitative qualities of the LLM generated summaries.
Source: OSF Preprints (OSF Preprints)
Author: Virgile Rennard
Language: English
Subfield: Safety Research
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7128136282