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QMSum

Introduced by Ming Zhong et al. in QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization13 Apr 2021 archive 2025-07-28

QMSum is a new human-annotated benchmark for query-based multi-domain meeting summarisation task, which consists of 1,808 query-summary pairs over 232 meetings in multiple domains.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Text Summarization QMSum BART-LS ROUGE-1 37.9 Adapting Pretrained Text-to-Text Models for Long Text Sequences facebookresearch/bart_ls 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 69. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Adapting Pretrained Text-to-Text Models for Long Text Sequences 1 1 21 Sep 2022 not harvested

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • QMSum

1 variant name, as the archive lists them.

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