JJYDXFS/RAMP_finetuned_data_Cora
收藏Hugging Face2026-03-26 更新2026-03-29 收录
下载链接：
https://hf-mirror.com/datasets/JJYDXFS/RAMP_finetuned_data_Cora
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资源简介：
---
license: apache-2.0
---
# Dataset Details
This dataset contains finetuning data constructed from the Cora citation network for downstream text-rich graph tasks. It is used for finetuning [RAMP](https://arxiv.org/abs/2603.14937) (Raw-text Anchored Message Passing), which recasts the LLM as a graph-native aggregation operator on text-rich graphs.
The dataset includes the following files:
- `finetuned_cora_v1.json` — Training set
- `finetuned_cora_val_v1.json` — Validation set
- `eval_cora_v1.json` — Test set
This is a release from our paper [LLM as Graph Kernel: Rethinking Message Passing on Text-Rich Graphs](https://arxiv.org/abs/2603.14937), so please cite it if using this dataset.
# Citation
```bibtex
@article{zhang2026llm,
title={LLM as Graph Kernel: Rethinking Message Passing on Text-Rich Graphs},
author={Zhang, Ying and Yu, Hang and Zhang, Haipeng and Di, Peng},
journal={arXiv preprint arXiv:2603.14937},
year={2026}
}
```
[](https://arxiv.org/abs/2603.14937)
提供机构：
JJYDXFS
