Datasets › WNUT 2020
WNUT 2020 (WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols)
The training and development dataset for our task was taken from previous work on wet lab corpus (Kulkarni et al., 2018) that consists of from the 623 protocols. We excluded the eight duplicate protocols from this dataset and then re-annotated the 615 unique protocols in BRAT (Stenetorp et al., 2012).
Benchmarks archive 2025-07-28
All 2 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 | ||||
|---|---|---|---|---|---|---|
| Named Entity Recognition (NER) | WNUT 2020 | mgsohrab F1 76.60 | mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive... | dnanhkhoa/WNUT-2020 | 3 | Compare |
| Relation Extraction | WNUT 2020 | Baseline F1 72.5 | WNUT-2020 Task 1 Overview: Extracting Entities and... | jeniyat/WNUT_2020_NER | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 | |||
|---|---|---|---|---|
| Domain specific BERT representation for Named Entity Recognition of lab protocol | 1 | 1 | 21 Dec 2020 | not harvested |
| mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols | 1 | 1 | 1 Nov 2020 | not harvested |
| WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols | 1 | 2 | 27 Oct 2020 | 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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- WNUT 2020
1 variant name, as the archive lists them.
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