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Daniel Hernández

2 accepted papers

2025

Is Complex Query Answering Really Complex?

ICML 2025spotlight

Complex query answering (CQA) on knowledge graphs (KGs) is gaining momentum as a challenging reasoning task. In this paper, we show that the current benchmarks for CQA might not be as *complex* as we think, as the way they are built distorts our perception of progress in this field. For example, we…

Cited by 1SourcePDFScholar
2025

Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings

ACL 2025finding

Uncertainty quantification in Knowledge Graph Embedding (KGE) methods is crucial for ensuring the reliability of downstream applications. A recent work applies conformal prediction to KGE methods, providing uncertainty estimates by generating a set of answers that is guaranteed to include the true a…

Cited by 0SourcePDFScholar