proof blockPage 368%
This equation captures one of the core mathematical components of the system. • T ⊆Avalid: top-k target units selected per chunk
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RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora explores A framework for evaluating retrieval-augmented generation systems on real-world, redundant corpora by tracking atomic facts and improving LLM data generation reliability.. Commercial viability score: 7/10 in RAG Evaluation.
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Canonical route: /paper/rare-redundancy-aware-retrieval-evaluation-framework-for-high-similarity-corpora
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Agent Handoff
Canonical ID rare-redundancy-aware-retrieval-evaluation-framework-for-high-similarity-corpora | Route /paper/rare-redundancy-aware-retrieval-evaluation-framework-for-high-similarity-corpora
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/rare-redundancy-aware-retrieval-evaluation-framework-for-high-similarity-corporaMCP example
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}Paper proof page receipt window
/buildability/rare-redundancy-aware-retrieval-evaluation-framework-for-high-similarity-corpora
Subject: RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora
Verdict
Watch
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Dimensions overall score 7.0
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Receipt path
/buildability/rare-redundancy-aware-retrieval-evaluation-framework-for-high-similarity-corpora
Paper ref
rare-redundancy-aware-retrieval-evaluation-framework-for-high-similarity-corpora
arXiv id
2604.19047
Generated at
2026-04-22T02:14:49.549Z
Evidence freshness
stale
Last verification
2026-04-22T02:14:49.549Z
Sources
3
References
0
Coverage
50%
Lineage hash
52f581ee892d53f18781925fbb793f886eeab378dfdfdfd601679ec6b4118151
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unsigned_external
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Verification
not_verified
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Pending verification refs / 3 sources / Verification pending
repo_url
references
This equation captures one of the core mathematical components of the system. • T ⊆Avalid: top-k target units selected per chunk
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. Cτ(at) = aj ∈A chunk(aj) ̸= chunk(at) sim(at, aj) ≥τ . where chunk(at) denotes
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. R(at) = { aj ∈Cτ(at) | ϕ(at, aj) = PASS }. Atomic granularity reduces noise i
Page and bbox are available; crop image is pending.
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