Datasets › SciCite
SciCite
SciCite is a dataset of citation intents that addresses multiple scientific domains and is more than five times larger than ACL-ARC.
Source: Structural Scaffolds for Citation Intent Classification in Scientific Publications Image Source: https://arxiv.org/pdf/1904.01608v2.pdf
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| Citation Intent Classification | SciCite | EnsIntWS Macro-F1 89.46 | Why do you cite? An investigation on citation intents... | — | 8 | Compare |
| Sentence Classification | SciCite | SciBERT F1 84.9 | SciBERT: A Pretrained Language Model for Scientific Text | allenai/scibert +5 | 5 | Compare |
| Sentence Classification | ScienceCite | SciBERT (SciVocab) F1 84.99 | SciBERT: A Pretrained Language Model for Scientific Text | allenai/scibert +5 | 2 | Compare |
Papers archive 2025-07-28
7 shown of 7 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 40. 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 | |||
|---|---|---|---|---|
| Leveraging GANs for citation intent classification and its impact on citation network analysis | 1 | 1 | 27 May 2025 | not harvested |
| Why do you cite? An investigation on citation intents and decision-making classification processes | 0 | 2 | 18 Jul 2024 | not harvested |
| CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers | 1 | 1 | 25 Apr 2023 | not harvested |
| ImpactCite: An XLNet-based method for Citation Impact Analysis | 1 | 1 | 5 May 2020 | not harvested |
| Structural Scaffolds for Citation Intent Classification in Scientific Publications | 1 | 2 | 2 Apr 2019 | ran 0 of 5 samples (5 unverified) |
| SciBERT: A Pretrained Language Model for Scientific Text | 6 | 4 | 26 Mar 2019 | not harvested |
| Measuring the Evolution of a Scientific Field through Citation Frames | 1 | 2 | 1 Jan 2018 | not harvested |
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
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
- ScienceCite
- SciCite
2 variant names, as the archive lists them.
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