Datasets › WikiBio
WikiBio (Wikipedia Biography Dataset)
This dataset gathers 728,321 biographies from English Wikipedia. It aims at evaluating text generation algorithms. For each article, we provide the first paragraph and the infobox (both tokenized).
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Table-to-Text Generation | WikiBio | Field-gating Seq2seq + dual attention BLEU 44.89 | Table-to-text Generation by Structure-aware Seq2seq Learning | tyliupku/wiki2bio +2 | 4 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 84. 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 | |||
|---|---|---|---|---|
| Controlling Hallucinations at Word Level in Data-to-Text Generation | 1 | 1 | 4 Feb 2021 | not harvested |
| Table-to-text Generation by Structure-aware Seq2seq Learning | 3 | 2 | 27 Nov 2017 | not harvested |
| Neural Text Generation from Structured Data with Application to the Biography Domain | 2 | 1 | 24 Mar 2016 | not harvested |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- WikiBio
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