{"url":"/dataset/llmafia","name":"LLMafia","full_name":null,"description_markdown":"To evaluate our proposed strategy of asynchronous communication for LLMs, we run games of Mafia with human players, incorporating an LLM-based agent as an additional player, within an asynchronous chat environment.\r\n\r\nThe data includes all players messages and votes including timestamps, game management messages (e.g., announcements of the beginning and end of phases), in addition to records related to the agent, such as the prompts that were provided at each timestamp.\r\n\r\nWhile prior datasets for Mafia exist, ours is the first to integrate an LLM agent, allowing analysis of human-LLM interactions.\r\n\r\nDetailed analysis of the data is available in our paper:\r\nTime to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games","description_withheld":null,"homepage":"https://github.com/niveck/LLMafia","introduced_date":"2025-06-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/time-to-talk-llm-agents-for-asynchronous","title":"Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games","first_author":"Niv Eckhaus","url":null},"license":{"name":"MIT","url":"https://github.com/niveck/LLMafia/blob/main/LICENSE"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Generation","url":"/task/text-generation","datasets_with_task":"/datasets/task/text-generation"},{"name":"Dialogue Generation","url":"/task/dialogue-generation","datasets_with_task":"/datasets/task/dialogue-generation"},{"name":"Task-Oriented Dialogue Systems","url":"/task/task-oriented-dialogue-systems","datasets_with_task":"/datasets/task/task-oriented-dialogue-systems"},{"name":"Gesture Generation","url":"/task/gesture-generation","datasets_with_task":"/datasets/task/gesture-generation"},{"name":"Real-Time Strategy Games","url":"/task/real-time-strategy-games","datasets_with_task":"/datasets/task/real-time-strategy-games"},{"name":"Multi-Human Parsing","url":"/task/multi-human-parsing","datasets_with_task":"/datasets/task/multi-human-parsing"},{"name":"Response Generation","url":"/task/response-generation","datasets_with_task":"/datasets/task/response-generation"},{"name":"End-To-End Dialogue Modelling","url":"/task/end-to-end-dialogue-modelling","datasets_with_task":"/datasets/task/end-to-end-dialogue-modelling"},{"name":"Answer Generation","url":"/task/answer-generation","datasets_with_task":"/datasets/task/answer-generation"},{"name":"Conversational Response Generation","url":"/task/conversational-response-generation","datasets_with_task":"/datasets/task/conversational-response-generation"},{"name":"Multi-agent Integration","url":"/task/multi-agent-integration","datasets_with_task":"/datasets/task/multi-agent-integration"},{"name":"AI Agent","url":"/task/ai-agent","datasets_with_task":"/datasets/task/ai-agent"},{"name":"Goal-Oriented Dialogue Systems","url":"/task/goal-oriented-dialogue-systems","datasets_with_task":"/datasets/task/goal-oriented-dialogue-systems"},{"name":"Human Dynamics","url":"/task/human-dynamics","datasets_with_task":"/datasets/task/human-dynamics"},{"name":"Action Generation","url":"/task/action-generation","datasets_with_task":"/datasets/task/action-generation"},{"name":"text-based games","url":"/task/text-based-games","datasets_with_task":"/datasets/task/text-based-games"},{"name":"Scheduling","url":"/task/scheduling","datasets_with_task":"/datasets/task/scheduling"},{"name":"Human-Object Interaction Generation","url":"/task/human-object-interaction-generation","datasets_with_task":"/datasets/task/human-object-interaction-generation"},{"name":"Game of Mafia","url":"/task/game-of-mafia","datasets_with_task":"/datasets/task/game-of-mafia"},{"name":"Asynchronous Group Communication","url":"/task/asynchronous-group-communication","datasets_with_task":"/datasets/task/asynchronous-group-communication"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["LLMafia"],"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."}