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YAML Metadata Warning:The task_categories "knowledge-graph-alignment" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
STKGA: Simple-HHEA Temporal Knowledge Graph Alignment Dataset
This dataset contains two temporal knowledge graph (TKG) alignment benchmarks used in the Simple-HHEA paper, derived from ICEWS (Integrated Crisis Early Warning System).
Dataset Structure
Each sub-dataset (icews_wiki and icews_yago) contains entity alignment data between two knowledge graphs (KG1 and KG2):
| File | Description |
|---|---|
ent_ids_1 |
Entity IDs for KG1 (tab-separated: id\tentity_name) |
ent_ids_2 |
Entity IDs for KG2 (tab-separated: id\tentity_name) |
rel_ids_1 |
Relation IDs for KG1 (tab-separated: id\trelation_name) |
rel_ids_2 |
Relation IDs for KG2 (tab-separated: id\trelation_name) |
triples_1 |
Temporal triples for KG1 |
triples_2 |
Temporal triples for KG2 |
sup_pairs |
Supervised (training) entity alignment pairs |
ref_pairs |
Reference (testing) entity alignment pairs |
ref_ent_ids |
Reference entity ID mappings between KG1 and KG2 |
time_id |
Temporal timestamp IDs (tab-separated: id\ttimestamp) |
Sub-datasets
icews_wiki (73 MB)
- Source: ICEWS political events aligned with Wikipedia entities
- KG1: ICEWS entities
- KG2: Wikipedia entities
- Relations: ICEWS event types / Wikipedia properties
icews_yago (90 MB)
- Source: ICEWS political events aligned with YAGO entities
- KG1: ICEWS entities
- KG2: YAGO knowledge base entities
- Relations: ICEWS event types / YAGO relations
Source
This dataset is from the Simple-HHEA project.
Citation
If you use this dataset, please cite the original Simple-HHEA paper.
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