{"url":"/dataset/language-modeling-recommendation","name":"language-modeling-recommendation","full_name":null,"description_markdown":"This is the Big-Bench version of our language-based movie recommendation dataset\r\n\r\nhttps://github.com/google/BIG-bench/tree/main/bigbench/benchmark_tasks/movie_recommendation\r\n\r\nGPT-2 has a 48.8% accuracy, chance is 25%.","description_withheld":null,"homepage":"https://huggingface.co/datasets/sileod/movie_recommendation","introduced_date":"2021-12-08","introduced_date_note":null,"introduced_by":{"paper":"/paper/zero-shot-recommendation-as-language-modeling","title":"Zero-Shot Recommendation as Language Modeling","first_author":"Damien Sileo","url":null},"license":{"name":"apache 2.0","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Language Modelling","url":"/task/language-modelling","datasets_with_task":"/datasets/task/language-modelling"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["language-modeling-recommendation"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/language-modelling-on-language-modeling","task":"Language Modelling","dataset_variant":"language-modeling-recommendation","rows":1,"metrics":["1:1 Accuracy"],"first_row_in_archive_order":{"model":"GPT2","paper":"/paper/zero-shot-recommendation-as-language-modeling","metrics":{"1:1 Accuracy":"48.8"},"code_links":[{"title":"sileod/language-model-recommendation","url":"https://github.com/sileod/language-model-recommendation"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/zero-shot-recommendation-as-language-modeling","title":"Zero-Shot Recommendation as Language Modeling","date":"2021-12-08","rows_on_this_dataset":1,"code_links":1,"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."}