language:zh license:apache-2.0 arxiv:2305.11527 region:us
---
license: apache-2.0
language:
- zh
---


|    Field    |                         Description                          |
| :---------: | :----------------------------------------------------------: |
|     id      |                   Unique identifier                   |
|    cate     |     text category of input (12 categories in total)                        |
|    input    | Model input text (need to extract all triples involved within) |
| instruction |   Instruction for the model to perform the extraction task   |
|    output   | Expected model output |
|     relation      |             Relation triples(head, relation, tail) involved in the input             |

For more details on data processing and conversion, please refer to https://github.com/zjunlp/DeepKE/tree/main/example/llm/InstructKGC


If you have used the data of this project, please refer to the following papers:
```
@article{DBLP:journals/corr/abs-2305-11527,
  author       = {Honghao Gui and
                  Jintian Zhang and
                  Hongbin Ye and
                  Ningyu Zhang},
  title        = {InstructIE: {A} Chinese Instruction-based Information Extraction Dataset},
  journal      = {CoRR},
  volume       = {abs/2305.11527},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.11527},
  doi          = {10.48550/arXiv.2305.11527},
  eprinttype    = {arXiv},
  eprint       = {2305.11527},
  timestamp    = {Thu, 25 May 2023 15:41:47 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-11527.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```