{"url":"/dataset/flue-french-language-understanding-evaluation","name":"FLUE","full_name":"French Language Understanding Evaluation","description_markdown":"FLUE is a French Language Understanding Evaluation benchmark. It consists of 5 tasks: Text Classification, Paraphrasing, Natural Language Inference, Constituency Parsing and Part-of-Speech Tagging, and Word Sense Disambiguation.","description_withheld":null,"homepage":"https://github.com/getalp/Flaubert","introduced_date":"2019-12-11","introduced_date_note":null,"introduced_by":{"paper":"/paper/flaubert-unsupervised-language-model-pre","title":"FlauBERT: Unsupervised Language Model Pre-training for French","first_author":"Hang Le","url":null},"license":{"name":"Attribution-NonCommercial 4.0 International","url":"https://github.com/getalp/Flaubert/blob/master/LICENSE"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"},{"name":"Natural Language Inference","url":"/task/natural-language-inference","datasets_with_task":"/datasets/task/natural-language-inference"},{"name":"Word Sense Disambiguation","url":"/task/word-sense-disambiguation","datasets_with_task":"/datasets/task/word-sense-disambiguation"},{"name":"Part-Of-Speech Tagging","url":"/task/part-of-speech-tagging","datasets_with_task":"/datasets/task/part-of-speech-tagging"},{"name":"Paraphrase Identification","url":"/task/paraphrase-identification","datasets_with_task":"/datasets/task/paraphrase-identification"},{"name":"Constituency Parsing","url":"/task/constituency-parsing","datasets_with_task":"/datasets/task/constituency-parsing"}],"languages":[{"name":"French","url":"/datasets/language/french"}],"variants":["FLUE"],"data_loaders":[],"num_papers_in_archive":12,"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":"2026-09-25T09:33:49+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."}