Datasets › ASAP-AES
ASAP-AES (Automated Student Assessment Prize)
There are eight essay sets. Each of the sets of essays was generated from a single prompt. Selected essays range from an average length of 150 to 550 words per response. Some of the essays are dependent upon source information and others are not. All responses were written by students ranging in grade levels from Grade 7 to Grade 10. All essays were hand graded and were double-scored. Each of the eight data sets has its own unique characteristics. The variability is intended to test the limits of your scoring engine's capabilities.
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 | ||||
|---|---|---|---|---|---|---|
| Automated Essay Scoring | ASAP-AES | Neural Pairwise Contrastive Regression (NPCR) Quadratic Weighted Kappa 0.817 | Automated Essay Scoring via Pairwise Contrastive Regression | carryckw/aes-npcr | 8 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 11. 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 | |||
|---|---|---|---|---|
| Automated Essay Scoring via Pairwise Contrastive Regression | 1 | 1 | 1 Oct 2022 | not harvested |
| On the Use of BERT for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation | 1 | 1 | 8 May 2022 | not harvested |
| Countering the Influence of Essay Length in Neural Essay Scoring | 1 | 1 | 1 Nov 2021 | not harvested |
| Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays | 1 | 1 | 1 Feb 2021 | not harvested |
| Automated essay scoring with string kernels and word embeddings | 0 | 1 | 21 Apr 2018 | not harvested |
| SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring | 1 | 1 | 14 Nov 2017 | not harvested |
| Automatic Features for Essay Scoring -- An Empirical Study | 0 | 1 | 1 Nov 2016 | not harvested |
| Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression | 0 | 1 | 1 Sep 2015 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
Languages archive 2025-07-28
Variants archive 2025-07-28
- ASAP-AES
1 variant name, as the archive lists them.
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