Research map / Probabilistic and scientific modeling / Molecules and proteins
BoxE: A Box Embedding Model for Knowledge Base Completion
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use BoxE for higher-arity completion | Knowledge base completion models · JF17K | MRR: .492 -> .560 | Helped |
| Use BoxE for higher-arity completion | Knowledge base completion models · FB-AUTO | MRR: .804 -> .844 | Helped |
| Inject the SportsNELL ontology rules | BoxE · SportsNELL full evaluation set | MRR: .577 -> .979 | Helped |
| Inject the SportsNELL ontology rules | BoxE · SportsNELL filtered evaluation set | MRR: .713 -> .954 | Helped |
Closest papers by meaning
- Temporal Knowledge Graph Completion Using Box Embeddings (AAAI 2022 · similarity 0.91)
- LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion (AAAI 2019 · similarity 0.91)
- Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion (AAAI 2025 · similarity 0.87)
- Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion (AAAI 2025 · similarity 0.87)
- An Evaluation of Approaches to Train Embeddings for Logical Inference (Student Abstract) (AAAI 2025 · similarity 0.87)
- Improving Soft Unification with Knowledge Graph Embedding Methods (ICML 2025 · similarity 0.87)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.