Papers by Maciej Żelaszczyk
Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution (2025.findings-emnlp)
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| Challenge: | a spurious correlation between hallucination detection methods and data is limiting the current SOTA. |
| Approach: | They propose a set of guidelines for hallucination detection and its evaluation. |
| Outcome: | The proposed method performs no better than supervised linear probes on the RAGTruth dataset . |