Papers by Shahul Es
RAGAs: Automated Evaluation of Retrieval Augmented Generation (2024.eacl-demo)
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| Challenge: | RAGAs are a framework for reference-free evaluation of Retrieval Augmented Generation (RAG) pipelines. |
| Approach: | They propose a framework for reference-free evaluation of Retrieval Augmented Generation pipelines. |
| Outcome: | RAGAs can be used to evaluate RAG pipelines without human annotations . the framework can be useful for faster evaluation cycles given the fast adoption of LLMs based on human annotation. |