Large-Scale dataset for Supervised Open Information Extraction
LSOIE is a large-scale OpenIE data converted from QA-SRL 2.0 in two domains, i.e., Wikipedia and Science. It is 20 times larger than the next largest human-annotated OpenIE data, and thus is reliable for fair evaluation. LSOIE provides n-ary OpenIE annotations and gold tuples are in the 〈ARG0, Relation, ARG1, . . . , ARGn〉 format. The dataset has two subsets ... namely LSOIE-wiki and LSOIE-sci, for comprehensive evaluation. LSOIE-wiki has 24,251 sentences and LSOIE-sci has 47,919 sentences.
Source: https://arxiv.org/pdf/2212.02068v1.pdf (section 5)
Variants: LSOIE, LSOIE-wiki
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Open Information Extraction | DetIELSOIE | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | CIGL-OIE | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | DetIELSOIE + IGL-CA | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | DetIEIMoJIE | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | OpenIE4 | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | OpenIE6 (CIGL-OIE + IGL-CA) | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | OpenIE5 | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | DetIEIMoJIE (ours) + IGL-CA | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
| Open Information Extraction | OllIE Mausam et al. (2012) | DetIE: Multilingual Open Information Extraction … | 2022-06-24 |
Recent papers with results on this dataset: