{"url":"/dataset/mentsum","name":"MentSum","full_name":"Mental Health Summarization Dataset","description_markdown":"Mental health remains a significant challenge of public health worldwide. With increasing popularity of online platforms, many use the platforms to share their mental health conditions, express their feelings, and seek help from the community and counselors. While posts are of varying length, it is beneficial to provide a short, but informative summary for fast processing by the counselors. To facilitate research in summarization of mental health online posts, we introduce Mental Health Summarization dataset, MentSum, containing over 24k carefully selected user posts from Reddit, along with their short user-written summary (called TLDR) in English from 43 mental health subreddits.\r\n\r\nMentSum is distributed through Data Usage Agreement (DUA). Please fill out the request form at https://ir.cs.georgetown.edu/resources/  to obtain this dataset.","description_withheld":null,"homepage":"","introduced_date":"2022-06-02","introduced_date_note":null,"introduced_by":{"paper":"/paper/mentsum-a-resource-for-exploring","title":"MentSum: A Resource for Exploring Summarization of Mental Health Online Posts","first_author":"Sajad Sotudeh","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Summarization","url":"/task/text-summarization","datasets_with_task":"/datasets/task/text-summarization"},{"name":"Data Summarization","url":"/task/data-summarization","datasets_with_task":"/datasets/task/data-summarization"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["MentSum"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/text-summarization-on-mentsum","task":"Text Summarization","dataset_variant":"MentSum","rows":1,"metrics":["Rouge-1","Rouge-2","Rouge-L"],"first_row_in_archive_order":{"model":"BART","paper":"/paper/mentsum-a-resource-for-exploring","metrics":{"Rouge-1":"29.13","Rouge-2":"7.98","Rouge-L":"20.27"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/mentsum-a-resource-for-exploring","title":"MentSum: A Resource for Exploring Summarization of Mental Health Online Posts","date":"2022-06-02","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."}