Papers by Martin Theobald
RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation (2026.eacl-demo)
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| Challenge: | Existing tools for evaluating RAG systems often collapse heterogeneous behaviors into single scores. |
| Approach: | They propose a diagnostic framework for automated, reference-free evaluation of RAG pipelines. |
| Outcome: | The proposed framework decomposes RAG behavior into retrieval quality,answer relevance and completeness, strictclaim-level faithfulness, and judge calibration. |