Refresh ER schema diagrams (1-400 of 2000)

plurel-0/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 0 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-0")
-task = relbench.load_task("relbench/plurel-v1/plurel-0", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-0")
+task = relbench.load_task("relbench/plurel/plurel-0", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1")
-task = relbench.load_task("relbench/plurel-v1/plurel-1", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1")
+task = relbench.load_task("relbench/plurel/plurel-1", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-10/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 10 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-10")
-task = relbench.load_task("relbench/plurel-v1/plurel-10", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-10")
+task = relbench.load_task("relbench/plurel/plurel-10", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-100/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 100 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-100")
-task = relbench.load_task("relbench/plurel-v1/plurel-100", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-100")
+task = relbench.load_task("relbench/plurel/plurel-100", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1000/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1000 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1000")
-task = relbench.load_task("relbench/plurel-v1/plurel-1000", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1000")
+task = relbench.load_task("relbench/plurel/plurel-1000", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1001/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1001 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1001")
-task = relbench.load_task("relbench/plurel-v1/plurel-1001", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1001")
+task = relbench.load_task("relbench/plurel/plurel-1001", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1002/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1002 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1002")
-task = relbench.load_task("relbench/plurel-v1/plurel-1002", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1002")
+task = relbench.load_task("relbench/plurel/plurel-1002", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1003/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1003 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1003")
-task = relbench.load_task("relbench/plurel-v1/plurel-1003", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1003")
+task = relbench.load_task("relbench/plurel/plurel-1003", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1004/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1004 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1004")
-task = relbench.load_task("relbench/plurel-v1/plurel-1004", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1004")
+task = relbench.load_task("relbench/plurel/plurel-1004", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1005/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1005 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1005")
-task = relbench.load_task("relbench/plurel-v1/plurel-1005", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1005")
+task = relbench.load_task("relbench/plurel/plurel-1005", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1006/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1006 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1006")
-task = relbench.load_task("relbench/plurel-v1/plurel-1006", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1006")
+task = relbench.load_task("relbench/plurel/plurel-1006", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1007/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1007 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1007")
-task = relbench.load_task("relbench/plurel-v1/plurel-1007", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1007")
+task = relbench.load_task("relbench/plurel/plurel-1007", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1008/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1008 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1008")
-task = relbench.load_task("relbench/plurel-v1/plurel-1008", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1008")
+task = relbench.load_task("relbench/plurel/plurel-1008", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1009/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1009 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1009")
-task = relbench.load_task("relbench/plurel-v1/plurel-1009", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1009")
+task = relbench.load_task("relbench/plurel/plurel-1009", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-101/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 101 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-101")
-task = relbench.load_task("relbench/plurel-v1/plurel-101", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-101")
+task = relbench.load_task("relbench/plurel/plurel-101", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1010/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1010 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1010")
-task = relbench.load_task("relbench/plurel-v1/plurel-1010", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1010")
+task = relbench.load_task("relbench/plurel/plurel-1010", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1011/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1011 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1011")
-task = relbench.load_task("relbench/plurel-v1/plurel-1011", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1011")
+task = relbench.load_task("relbench/plurel/plurel-1011", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1012/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1012 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1012")
-task = relbench.load_task("relbench/plurel-v1/plurel-1012", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1012")
+task = relbench.load_task("relbench/plurel/plurel-1012", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1013/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1013 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1013")
-task = relbench.load_task("relbench/plurel-v1/plurel-1013", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1013")
+task = relbench.load_task("relbench/plurel/plurel-1013", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1014/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1014 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1014")
-task = relbench.load_task("relbench/plurel-v1/plurel-1014", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1014")
+task = relbench.load_task("relbench/plurel/plurel-1014", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1015/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1015 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1015")
-task = relbench.load_task("relbench/plurel-v1/plurel-1015", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1015")
+task = relbench.load_task("relbench/plurel/plurel-1015", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1016/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1016 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1016")
-task = relbench.load_task("relbench/plurel-v1/plurel-1016", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1016")
+task = relbench.load_task("relbench/plurel/plurel-1016", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1017/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1017 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1017")
-task = relbench.load_task("relbench/plurel-v1/plurel-1017", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1017")
+task = relbench.load_task("relbench/plurel/plurel-1017", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1018/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1018 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1018")
-task = relbench.load_task("relbench/plurel-v1/plurel-1018", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1018")
+task = relbench.load_task("relbench/plurel/plurel-1018", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1019/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1019 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1019")
-task = relbench.load_task("relbench/plurel-v1/plurel-1019", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1019")
+task = relbench.load_task("relbench/plurel/plurel-1019", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-102/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 102 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-102")
-task = relbench.load_task("relbench/plurel-v1/plurel-102", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-102")
+task = relbench.load_task("relbench/plurel/plurel-102", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1020/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1020 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1020")
-task = relbench.load_task("relbench/plurel-v1/plurel-1020", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1020")
+task = relbench.load_task("relbench/plurel/plurel-1020", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1021/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1021 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1021")
-task = relbench.load_task("relbench/plurel-v1/plurel-1021", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1021")
+task = relbench.load_task("relbench/plurel/plurel-1021", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1022/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1022 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1022")
-task = relbench.load_task("relbench/plurel-v1/plurel-1022", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1022")
+task = relbench.load_task("relbench/plurel/plurel-1022", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1023/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1023 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1023")
-task = relbench.load_task("relbench/plurel-v1/plurel-1023", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1023")
+task = relbench.load_task("relbench/plurel/plurel-1023", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1024/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1024 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1024")
-task = relbench.load_task("relbench/plurel-v1/plurel-1024", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1024")
+task = relbench.load_task("relbench/plurel/plurel-1024", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1025/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1025 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1025")
-task = relbench.load_task("relbench/plurel-v1/plurel-1025", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1025")
+task = relbench.load_task("relbench/plurel/plurel-1025", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1026/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1026 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1026")
-task = relbench.load_task("relbench/plurel-v1/plurel-1026", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1026")
+task = relbench.load_task("relbench/plurel/plurel-1026", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1027/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1027 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1027")
-task = relbench.load_task("relbench/plurel-v1/plurel-1027", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1027")
+task = relbench.load_task("relbench/plurel/plurel-1027", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1028/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1028 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1028")
-task = relbench.load_task("relbench/plurel-v1/plurel-1028", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1028")
+task = relbench.load_task("relbench/plurel/plurel-1028", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1029/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1029 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1029")
-task = relbench.load_task("relbench/plurel-v1/plurel-1029", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1029")
+task = relbench.load_task("relbench/plurel/plurel-1029", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-103/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 103 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-103")
-task = relbench.load_task("relbench/plurel-v1/plurel-103", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-103")
+task = relbench.load_task("relbench/plurel/plurel-103", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1030/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1030 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1030")
-task = relbench.load_task("relbench/plurel-v1/plurel-1030", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1030")
+task = relbench.load_task("relbench/plurel/plurel-1030", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1031/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1031 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1031")
-task = relbench.load_task("relbench/plurel-v1/plurel-1031", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1031")
+task = relbench.load_task("relbench/plurel/plurel-1031", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1032/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1032 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1032")
-task = relbench.load_task("relbench/plurel-v1/plurel-1032", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1032")
+task = relbench.load_task("relbench/plurel/plurel-1032", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1033/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1033 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1033")
-task = relbench.load_task("relbench/plurel-v1/plurel-1033", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1033")
+task = relbench.load_task("relbench/plurel/plurel-1033", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1034/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1034 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1034")
-task = relbench.load_task("relbench/plurel-v1/plurel-1034", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1034")
+task = relbench.load_task("relbench/plurel/plurel-1034", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1035/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1035 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1035")
-task = relbench.load_task("relbench/plurel-v1/plurel-1035", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1035")
+task = relbench.load_task("relbench/plurel/plurel-1035", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1036/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1036 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1036")
-task = relbench.load_task("relbench/plurel-v1/plurel-1036", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1036")
+task = relbench.load_task("relbench/plurel/plurel-1036", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1037/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1037 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1037")
-task = relbench.load_task("relbench/plurel-v1/plurel-1037", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1037")
+task = relbench.load_task("relbench/plurel/plurel-1037", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1038/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1038 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1038")
-task = relbench.load_task("relbench/plurel-v1/plurel-1038", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1038")
+task = relbench.load_task("relbench/plurel/plurel-1038", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1039/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1039 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1039")
-task = relbench.load_task("relbench/plurel-v1/plurel-1039", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1039")
+task = relbench.load_task("relbench/plurel/plurel-1039", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-104/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 104 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-104")
-task = relbench.load_task("relbench/plurel-v1/plurel-104", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-104")
+task = relbench.load_task("relbench/plurel/plurel-104", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1040/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1040 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1040")
-task = relbench.load_task("relbench/plurel-v1/plurel-1040", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1040")
+task = relbench.load_task("relbench/plurel/plurel-1040", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```

plurel-1041/README.md

@@ -10,6 +10,19 @@ PluRel synthetic relational database, seed 1041 (v1.0.0 workload preset).
 
 ```python
 import relbench
-ds = relbench.load_dataset("relbench/plurel-v1/plurel-1041")
-task = relbench.load_task("relbench/plurel-v1/plurel-1041", "<task>")
+ds = relbench.load_dataset("relbench/plurel/plurel-1041")
+task = relbench.load_task("relbench/plurel/plurel-1041", "<task>")
+```
+
+## Citation
+
+Please cite [RelBench](https://proceedings.neurips.cc/paper_files/paper/2024/hash/25cd345233c65fac1fec0ce61d0f7836-Abstract-Datasets_and_Benchmarks_Track.html):
+
+```bibtex
+@inproceedings{robinson2024relbench,
+  title     = {{RelBench}: A Benchmark for Deep Learning on Relational Databases},
+  author    = {Robinson, Joshua and Ranjan, Rishabh and Hu, Weihua and Huang, Kexin and Han, Jiaqi and Dobles, Alejandro and Fey, Matthias and Lenssen, Jan E. and Yuan, Yiwen and Zhang, Zecheng and He, Xinwei and Leskovec, Jure},
+  booktitle = {Advances in Neural Information Processing Systems 37 (NeurIPS 2024) Datasets and Benchmarks Track},
+  year      = {2024}
+}
 ```