Datasets › GovReport
GovReport
GovReport is a dataset for long document summarization, with significantly longer documents and summaries. It consists of reports written by government research agencies including Congressional Research Service and U.S. Government Accountability Office.
Compared with other long document summarization datasets, government report dataset has longer summaries and documents and requires reading in more context to cover salient words to be summarized.
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 | ||||
|---|---|---|---|---|---|---|
| Extractive Text Summarization | GovReport | MemSum (extractive) Avg. Test Rouge1 59.43 | MemSum: Extractive Summarization of Long Documents Using... | nianlonggu/memsum | 2 | Compare |
| Text Summarization | GovReport | FactorSum ROUGE-1 60.1 | Factorizing Content and Budget Decisions in Abstractive... | thefonseca/factorsum | 2 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 83. 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 | |||
|---|---|---|---|---|
| Adapting Pretrained Text-to-Text Models for Long Text Sequences | 1 | 1 | 21 Sep 2022 | not harvested |
| Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents | 1 | 1 | 25 May 2022 | not harvested |
| MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes | 1 | 1 | 19 Jul 2021 | not harvested |
| Efficient Attention: Attention with Linear Complexities | 14 | 1 | 4 Dec 2018 | ran 7 of 8 samples (1 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
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- GovReport
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections