{"url":"/dataset/soda","name":"SODA","full_name":null,"description_markdown":"**SODA** is a high-quality social dialogue dataset. In contrast to most existing crowdsourced, small-scale dialogue corpora, Soda distills 1.5M socially-grounded dialogues from a pre-trained language model (InstructGPT; Ouyang et al., ). Dialogues are distilled by contextualizing social commonsense knowledge from a knowledge graph (Atomic10x).\r\n\r\nSource: [SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization](https://arxiv.org/pdf/2212.10465v1.pdf)\r\n\r\nImage Source: [https://arxiv.org/pdf/2212.10465v1.pdf](https://arxiv.org/pdf/2212.10465v1.pdf)","description_withheld":null,"homepage":"https://github.com/skywalker023/sodaverse","introduced_date":"2022-12-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/soda-million-scale-dialogue-distillation-with","title":"SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization","first_author":"Hyunwoo Kim","url":null},"license":{"name":"CC-BY-4.0","url":"https://github.com/skywalker023/sodaverse/blob/main/LICENSE"},"modalities":[{"name":"Dialog","url":"/datasets/modality/dialog"}],"tasks":[{"name":"Dialogue Generation","url":"/task/dialogue-generation","datasets_with_task":"/datasets/task/dialogue-generation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["SODA"],"data_loaders":[],"num_papers_in_archive":17,"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."}