Datasets › DebateSum

DebateSum

Introduced by Allen Roush et al. in DebateSum: A large-scale argument mining and summarization dataset archive 2025-07-28

DebateSum consists of 187328 debate documents, arguments (also can be thought of as abstractive summaries, or queries), word-level extractive summaries, citations, and associated metadata organized by topic-year. This data is ready for analysis by NLP systems.

Source: https://github.com/Hellisotherpeople/DebateSum

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
Extractive Text Summarization DebateSum Longformer-Base ROUGE-L 57.21 DebateSum: A large-scale argument mining and... Hellisotherpeople/DebateSum +2 3 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 6. 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
DebateSum: A large-scale argument mining and summarization dataset 3 3 14 Nov 2020 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)

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

MIT

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • DebateSum

1 variant name, as the archive lists them.

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