link-prediction
link_predictionlink_predictionmatkg-link-prediction
MatKG Link Prediction Dataset
Dataset for knowledge graph link prediction in materials science.
Citation
@inproceedings{anonymous2026learn,
title={How Large Language Models Learn Materials Science},
author={Anonymous},
booktitle={Under review},
year={2026}
}
Author and affiliation information is withheld during double-blind review.
link_predictionmatkg-link-prediction
MatKG Link Prediction Dataset
Dataset for knowledge graph link prediction in materials science.
Citation
@article{venugopal2026probing,
title={Probing Materials Intelligence in LLMs: From Latent Embeddings to Reliable Predictions},
author={Venugopal, Vineeth and Mahjoubi, Soroush and Olivetti, Elsa},
journal={arXiv preprint arXiv:2603.01834},
year={2026}
}
@article{venugopal2024matkg,
title={MatKG: An autonomously generated knowledge graph in Materials Science}… See the full description on the dataset page: https://huggingface.co/datasets/vinven7/matkg-link-prediction.link_prediction_contrastive