{"url":"/dataset/vmd","name":"VMD","full_name":"Virtual Moderation Dataset","description_markdown":"This dataset contains **synthetically generated** discussions and annotations using exclusively Large Language Model (LLM) agents. Discussions are performed between randomly selected users, with a LLM moderator/facilitator following various facilitation strategies.\r\n\r\nEach LLM user and annotator use a distinct *Sociodemographic Background*. User-agents also have different *roles* when joining the discussion. Each discussion consists of 28 comments - 14 participant comments and 14 moderator interventions. Each comment is annotated by 10 different LLM annotators for *toxicity* and *argument quality*. \r\n\r\nDesigned to analyze facilitation strategies and synthetic online discussion simulation but can also be used for finetuning LLM facilitators.","description_withheld":null,"homepage":"https://github.com/dimits-ts/synthetic_moderation_experiments","introduced_date":"2025-03-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/scalable-evaluation-of-online-moderation","title":"Scalable Evaluation of Online Facilitation Strategies via Synthetic Simulation of Discussions","first_author":"Dimitris Tsirmpas","url":null},"license":{"name":"CC BY-SA","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Large Language Model","url":"/task/large-language-model","datasets_with_task":"/datasets/task/large-language-model"},{"name":"Short-Text Conversation","url":"/task/short-text-conversation","datasets_with_task":"/datasets/task/short-text-conversation"},{"name":"text annotation","url":"/task/text-annotation","datasets_with_task":"/datasets/task/text-annotation"},{"name":"User Simulation","url":"/task/user-simulation","datasets_with_task":"/datasets/task/user-simulation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["VMD"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}