Datasets › MSRA CN NER
MSRA CN NER (MSRA CN NER Dataset)
Simplified Chinese dataset for NER in The Third International Chinese Language Processing Bakeoff (2006), provided by Microsoft Research Asia (MSRA).
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 | ||||
|---|---|---|---|---|---|---|
| Chinese Named Entity Recognition | MSRA | BERT-MRC+DSC F1 96.72 | Dice Loss for Data-imbalanced NLP Tasks | ShannonAI/dice_loss_for_NLP +3 | 21 | Compare |
| Chinese Word Segmentation | MSRA | BABERT-LE F1 98.63 | Unsupervised Boundary-Aware Language Model Pretraining... | modelscope/modelscope +1 | 3 | Compare |
| Cross-Lingual NER | MSRA | Meta-Cross F1 77.89 | Enhanced Meta-Learning for Cross-lingual Named Entity... | microsoft/vert-papers | 2 | Compare |
Papers archive 2025-07-28
21 shown of 21 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 23. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
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
- MSRA
- MSRA CN NER
2 variant names, as the archive lists them.
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