Datasets › OIE2016
OIE2016
OIE2016 is the first large-scale OpenIE benchmark. It is created by automatic conversion from QA-SRL [He et al., 2015], a semantic role labeling dataset. The sentences are from news (e.g., WSJ) and encyclopedia (e.g., WIKI) domains. Since there are no restrictions on the elements of OpenIE extractions, partial-matching criteria instead of exact-matching is typically used. Hence, the evaluation script can tolerate the extractions that are slightly different from the gold annotation.
Source: https://arxiv.org/pdf/2205.11725.pdf (section 3.1)
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 | ||||
|---|---|---|---|---|---|---|
| Open Information Extraction | OIE2016 | DeepEx (zero-shot) F1 72.6 | Zero-Shot Information Extraction as a Unified... | cgraywang/deepex | 12 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 31. 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 | |||
|---|---|---|---|---|
| Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty | 0 | 3 | 7 Sep 2023 | not harvested |
| A Survey on Neural Open Information Extraction: Current Status and Future Directions | 0 | 4 | 24 May 2022 | not harvested |
| DeepStruct: Pretraining of Language Models for Structure Prediction | 1 | 3 | 21 May 2022 | ran 7 of 13 samples (6 unverified) |
| Zero-Shot Information Extraction as a Unified Text-to-Triple Translation | 1 | 1 | 23 Sep 2021 | not harvested |
| Span Model for Open Information Extraction on Accurate Corpus | 1 | 1 | 30 Jan 2019 | ran 4 of 4 samples (0 unverified; 4 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
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
- OIE2016
1 variant name, as the archive lists them.
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