Datasets › BigPatent
BigPatent
Consists of 1.3 million records of U.S. patent documents along with human written abstractive summaries.
Source: BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization
Benchmarks archive 2025-07-28
All 2 leaderboards 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Text Summarization | BigPatent | LongT5 ROUGE-1 76.87 | LongT5: Efficient Text-To-Text Transformer for Long Sequences | google-research/longt5 +3 | 2 | Compare |
| Summarization | big_patent | no rows | — | — | 0 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers 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 50. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| LongT5: Efficient Text-To-Text Transformer for Long Sequences | 4 | 1 | 15 Dec 2021 | ran 1 of 1 samples (0 unverified; 1 pointer-only for licence) |
| Big Bird: Transformers for Longer Sequences | 14 | 1 | 28 Jul 2020 | ran 10 of 15 samples (5 unverified; 11 pointer-only for licence) |
Dataset loaders archive 2025-07-28
5 loaders 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- BigPatent
- big_patent
2 variant names, as the archive lists them.
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