Table · dataset · 2026
vinven7/matkg-link-prediction
Listed in Hugging Face Datasets
Description
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: huggingface.co/datasets/vinven7/matkg-link-prediction.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/vinven7/matkg-link-prediction ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2603.01834 arxiv.org/abs/2603.01834 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/vinven7/matkg-link-prediction ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text generation
- From keywords
- Computer Science & AI · Materials Science
- Inferred from text
- Data management and data science 70%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | vinven7/matkg-link-prediction | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4605 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['materials-science'] |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |