Datasets › Chilean Waiting List
Chilean Waiting List
The Chilean Waiting List corpus comprises de-identified referrals from the waiting list in Chilean public hospitals. A subset of 10,000 referrals (including medical and dental notes) was manually annotated with ten entity types with clinical relevance, keeping 1,000 annotations for a future shared task. A trained medical doctor or dentist annotated these referrals and then, together with three other researchers, consolidated each of the annotations. The annotated corpus has more than 48% of entities embedded in other entities or containing another. This corpus can be a useful resource to build new models for Nested Named Entity Recognition (NER). This work constitutes the first annotated corpus using clinical narratives from Chile and one of the few in Spanish.
Hugging Face datasets: https://huggingface.co/plncmm. After predicting over each entity type, merge the prediction to obtain your final micro f1-score. This is for a fair comparison with actual state-of-the-art models.
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 | ||||
|---|---|---|---|---|---|---|
| Nested Named Entity Recognition | Chilean Waiting List | Multiple LSTM-CRF Micro F1 (Exact Span) 80.5 | Simple Yet Powerful: An Overlooked Architecture for... | matirojasg/nestednereval +1 | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper 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 4. 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 | |||
|---|---|---|---|---|
| Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition | 2 | 1 | 1 Oct 2022 | not harvested |
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Chilean Waiting List
1 variant name, as the archive lists them.
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