{"url":"/dataset/hard","name":"HARD","full_name":"Hotel Arabic-Reviews Dataset","description_markdown":"The Hotel Arabic-Reviews Dataset (HARD) contains 93700 hotel reviews in Arabic language. The hotel reviews were collected from Booking.com website during June/July 2016. The reviews are expressed in Modern Standard Arabic as well as dialectal Arabic.\r\n\r\nSource: [HARD](https://github.com/elnagara/HARD-Arabic-Dataset)","description_withheld":null,"homepage":"https://github.com/elnagara/HARD-Arabic-Dataset","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Sentiment Analysis","url":"/task/sentiment-analysis","datasets_with_task":"/datasets/task/sentiment-analysis"}],"languages":[{"name":"Arabic","url":"/datasets/language/arabic"}],"variants":["HARD"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/Elnagara/hard","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/hard","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/elnagara/HARD-Arabic-Dataset","url":"https://github.com/elnagara/HARD-Arabic-Dataset","frameworks":[]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sentiment-analysis-on-hard-1","task":"Sentiment Analysis","dataset_variant":"HARD","rows":1,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"AraBERTv1","paper":"/paper/arabert-transformer-based-model-for-arabic","metrics":{"Accuracy":"96.1"},"code_links":[{"title":"aub-mind/araBERT","url":"https://github.com/aub-mind/araBERT"},{"title":"issam9/finetuning-bert-models-for-arabic-dialect-detection","url":"https://github.com/issam9/finetuning-bert-models-for-arabic-dialect-detection"},{"title":"mramly/CairoMent","url":"https://github.com/mramly/CairoMent"},{"title":"msfasha/Arabic-NLP","url":"https://github.com/msfasha/Arabic-NLP"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/arabert-transformer-based-model-for-arabic","title":"AraBERT: Transformer-based Model for Arabic Language Understanding","date":"2020-02-28","rows_on_this_dataset":1,"code_links":4,"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."}