{"url":"/dataset/alce","name":"ALCE","full_name":"Automatic LLMs' Citation Evaluation","description_markdown":"**ALCE** is a benchmark for Automatic LLMs' Citation Evaluation. ALCE collects a diverse set of questions and retrieval corpora and requires building end-to-end systems to retrieve supporting evidence and generate answers with citations.\r\n\r\nSource: [Enabling Large Language Models to Generate Text with Citations](https://arxiv.org/pdf/2305.14627v1.pdf)\r\n\r\nImage Source: [Enabling Large Language Models to Generate Text with Citations](https://arxiv.org/pdf/2305.14627v1.pdf)","description_withheld":null,"homepage":"https://github.com/princeton-nlp/alce","introduced_date":"2023-05-24","introduced_date_note":null,"introduced_by":{"paper":"/paper/enabling-large-language-models-to-generate","title":"Enabling Large Language Models to Generate Text with Citations","first_author":"Tianyu Gao","url":null},"license":{"name":"MIT License","url":"https://github.com/princeton-nlp/ALCE/blob/main/LICENSE"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Retrieval","url":"/task/retrieval","datasets_with_task":"/datasets/task/retrieval"}],"languages":[],"variants":["ALCE"],"data_loaders":[],"num_papers_in_archive":39,"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."}