Datasets › GCDC
GCDC (Grammarly Corpus of Discourse Coherence)
A corpus of real-world texts.
Source: Discourse Coherence in the Wild: A Dataset, Evaluation and Methods
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 | ||||
|---|---|---|---|---|---|---|
| Coherence Evaluation | GCDC + RST - Accuracy | MTL with Transformer Accuracy 61.0 | Transformer Models for Text Coherence Assessment | LiamMaclean216/Pytorch-Transfomer +1 | 4 | Compare |
| Coherence Evaluation | GCDC + RST - F1 | RST-Ensemble Average F1 46.98 | Neural RST-based Evaluation of Discourse Coherence | grig-guz/coherence-rst | 3 | 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 13. 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 | |||
|---|---|---|---|---|
| Transformer Models for Text Coherence Assessment | 2 | 1 | 5 Sep 2021 | not harvested |
| Neural RST-based Evaluation of Discourse Coherence | 1 | 4 | 30 Sep 2020 | not harvested |
| Discourse Coherence in the Wild: A Dataset, Evaluation and Methods | 1 | 2 | 14 May 2018 | 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
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- GCDC
- GCDC + RST - Accuracy
- GCDC + RST - F1
3 variant names, as the archive lists them.
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