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Wiki-ZSL

Introduced by Chih-Yao Chen et al. in ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning10 Apr 2021 archive 2025-07-28

The Wiki-ZSL (Wiki Zero-Shot Learning) dataset contains 113 relations and 94,383 instances from Wikipedia. The dataset is divided into three subsets: training set (98 relations), validation set (5 relations) and test set (10 relations).

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)PaperCode
Zero-shot Relation Triplet Extraction Wiki-ZSL RelationPrompt Avg. F1 31.19 RelationPrompt: Leveraging Prompts to Generate Synthetic... declare-lab/relationprompt +1 2 Compare

Papers archive 2025-07-28

2 shown of 2 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 24. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction 2 1 17 Mar 2022 ran 15 of 26 samples (11 unverified; 16 pointer-only for licence)
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders 2 1 8 Oct 2020 ran 0 of 3 samples (3 unverified; 3 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

N/A

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Wiki-ZSL

1 variant name, as the archive lists them.

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