Is Complex Query Answering Really Complex?

arXiv:2410.12537 · cs.LG, cs.AI · Submitted 2024-10-16 · Read on arXiv

cs.LG, cs.AI

Submitted: 2024-10-16

Updated: 2026-10-12

Code: https://github.com/april-tools/is-cqa-complex

Terminology

• Benchmark — 4× in this paper · explained in 2 episodes
• Knowledge Graph — 1× in this paper · explained in 7 episodes
• Knowledge graphs — 1× in this paper · explained in 2 episodes

Sources

• SEMMA: A Semantic Aware Knowledge Graph Foundation Model
• A Foundation Model for Zero-shot Logical Query Reasoning
• Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases
• $\text{EFO}_{k}$-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation

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