Datasets › AQUAINT
AQUAINT
The AQUAINT Corpus consists of newswire text data in English, drawn from three sources: the Xinhua News Service (People's Republic of China), the New York Times News Service, and the Associated Press Worldstream News Service. It was prepared by the LDC for the AQUAINT Project, and will be used in official benchmark evaluations conducted by National Institute of Standards and Technology (NIST).
Source: Linguistic Data Consortium Image Source: https://catalog.ldc.upenn.edu/LDC2002T31
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 | ||||
|---|---|---|---|---|---|---|
| Entity Disambiguation | AQUAINT | confidence-order Micro-F1 93.5 | Global Entity Disambiguation with BERT | studio-ousia/luke | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 6. 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 | |||
|---|---|---|---|---|
| ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | 3 | 1 | 8 Jul 2022 | not harvested |
| Improving Entity Disambiguation by Reasoning over a Knowledge Base | 3 | 1 | 8 Jul 2022 | not harvested |
| Named Entity Recognition for Entity Linking: What Works and What’s Next | 1 | 1 | 1 Nov 2021 | not harvested |
| Autoregressive Entity Retrieval | 2 | 1 | 2 Oct 2020 | not harvested |
| Global Entity Disambiguation with BERT | 1 | 1 | 1 Sep 2019 | not harvested |
| Deep Joint Entity Disambiguation with Local Neural Attention | 3 | 1 | 17 Apr 2017 | 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
No language tagged.
Variants archive 2025-07-28
- AQUAINT
1 variant name, as the archive lists them.
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