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license: mit
---
# GQA: Graph Question Answering
### Dataset Summary
This dataset is asks models to make use of embedded graph for question answering.
Stats:
- train: 57,043
- test: 2,890
An exmaple of the dataset is as follows:
```json
{
"id": "mcwq-176119",
"question": "What was executive produced by Scott Spiegel , Boaz Yakin , and Quentin Tarantino , executive produced by My Best Friend's Birthday 's editor and star , and edited by George Folsey",
"answers": [
"Hostel: Part II"
],
"subgraph": {
"entities": [
"Q1401104",
"Q887636",
"Q1048645",
"Q3772",
"Q965826"
],
"relations": [
"P1431",
"P1040"
],
"adjacency": [[2, 1, 0],
[2, 0, 3],
[2, 0, 1],
[2, 0, 4]
],
"entity_labels": [
"george folsey, jr.",
"boaz yakin",
"hostel: part ii",
"quentin jerome tarantino",
"scott spiegel"
],
"relation_labels": [
"showrunner",
"film editor"
]
},
"sparql": "SELECT DISTINCT ?x0 WHERE {\n?x0 wdt:P1040 wd:Q1401104 .\n?x0 wdt:P1431 ?x1 .\n?x0 wdt:P1431 wd:Q3772 .\n?x0 wdt:P1431 wd:Q887636 .\n?x0 wdt:P1431 wd:Q965826 .\nwd:Q1480733 wdt:P161 ?x1 .\nwd:Q1480733 wdt:P1040 ?x1\n}"
}
```
### Licensing Information
MIT License
### Citation Information
If you find our dataset is helpful in your work, please cite us by
```
@misc{shen2023graphextqabenchmarkevaluatinggraphenhanced,
title={GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models},
author={Yuanchun Shen and Ruotong Liao and Zhen Han and Yunpu Ma and Volker Tresp},
year={2023},
eprint={2310.08487},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2310.08487},
}
```
### Contributions
Thanks to [@yuancu](https://github.com/yuancu) for adding this dataset. |