RARE builds redundancy-aware benchmarks via atomic fact decomposition and CRRF-enhanced LLM generation, showing retriever PerfRecall@10 dropping from 66.4% on general data to 5.0-27.9% on high-similarity finance/legal/patent corpora.
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RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora
RARE builds redundancy-aware benchmarks via atomic fact decomposition and CRRF-enhanced LLM generation, showing retriever PerfRecall@10 dropping from 66.4% on general data to 5.0-27.9% on high-similarity finance/legal/patent corpora.