Datasets › CrossNER
CrossNER
CrossNER is a cross-domain NER (Named Entity Recognition) dataset, a fully-labeled collection of NER data spanning over five diverse domains (Politics, Natural Science, Music, Literature, and Artificial Intelligence) with specialized entity categories for different domains. Additionally, CrossNER also includes unlabeled domain-related corpora for the corresponding five domains.
Source: CrossNER
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 | ||||
|---|---|---|---|---|---|---|
| Zero-shot Named Entity Recognition (NER) | CrossNER | NuNERZero span AI 61.7 | NuNER: Entity Recognition Encoder Pre-training via... | Serega6678/NuNER | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 15. 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 | |||
|---|---|---|---|---|
| NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data | 1 | 1 | 23 Feb 2024 | not harvested |
| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | 1 | 1 | 5 Oct 2023 | ran 18 of 25 samples (7 unverified) |
| PromptNER: Prompting For Named Entity Recognition | 0 | 1 | 24 May 2023 | not harvested |
| InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction | 1 | 1 | 17 Apr 2023 | not harvested |
Dataset loaders archive 2025-07-28
4 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
- CrossNER
1 variant name, as the archive lists them.
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