{"url":"/dataset/blended-skill-talk","name":"Blended Skill Talk","full_name":"Blended Skill Talk","description_markdown":"To analyze how these capabilities would mesh together in a natural conversation, and compare the performance of different architectures and training schemes. \r\n\r\nSource: [Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills](/paper/can-you-put-it-all-together-evaluating)","description_withheld":null,"homepage":"https://parl.ai/projects/bst/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/can-you-put-it-all-together-evaluating","title":"Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills","first_author":"Eric Michael Smith","url":null},"license":{"name":"Unknown","url":null},"modalities":[],"tasks":[{"name":"Chatbot","url":"/task/chatbot","datasets_with_task":"/datasets/task/chatbot"},{"name":"Visual Dialog","url":"/task/visual-dialogue","datasets_with_task":"/datasets/task/visual-dialogue"}],"languages":[],"variants":["BlendedSkillTalk","Blended Skill Talk"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/ParlAI/blended_skill_talk","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/artemsnegirev/blended_skill_talk_ru","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/blended_skill_talk","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/facebookresearch/ParlAI","url":"https://parl.ai/docs/tasks.html#blended-skill-talk","frameworks":["pytorch"]}],"num_papers_in_archive":32,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/visual-dialog-on-blendedskilltalk","task":"Visual Dialog","dataset_variant":"BlendedSkillTalk","rows":1,"metrics":["BLEU-4","F1","ROUGE-L"],"first_row_in_archive_order":{"model":"Multi-Modal BlenderBot","paper":"/paper/multi-modal-open-domain-dialogue","metrics":{"BLEU-4":"1","F1":"17.8","ROUGE-L":"19.3"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/multi-modal-open-domain-dialogue","title":"Multi-Modal Open-Domain Dialogue","date":"2020-10-02","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"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."}