NuggetIndex manages atomic nuggets with temporal validity and lifecycle metadata to filter outdated information before ranking, yielding 42% higher nugget recall, 9pp better temporal correctness, and 55% fewer conflicts than passage or unmanaged proposition baselines.
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3 Pith papers cite this work, alongside 4 external citations. Polarity classification is still indexing.
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cs.IR 3years
2026 3verdicts
UNVERDICTED 3representative citing papers
AgentSim creates and releases the Agent-Trace Corpus of over 103,000 verifiable reasoning steps across three IR benchmarks with claimed 100% grounding on substantive answers.
Cluster-based semantic chunking does not outperform fixed-size or recursive chunking for RAG on academic theses, and RAGAs faithfulness shows limited reliability in this setup.
citing papers explorer
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NuggetIndex: Governed Atomic Retrieval for Maintainable RAG
NuggetIndex manages atomic nuggets with temporal validity and lifecycle metadata to filter outdated information before ranking, yielding 42% higher nugget recall, 9pp better temporal correctness, and 55% fewer conflicts than passage or unmanaged proposition baselines.
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AgentSim: A Platform for Verifiable Agent-Trace Simulation
AgentSim creates and releases the Agent-Trace Corpus of over 103,000 verifiable reasoning steps across three IR benchmarks with claimed 100% grounding on substantive answers.
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Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts
Cluster-based semantic chunking does not outperform fixed-size or recursive chunking for RAG on academic theses, and RAGAs faithfulness shows limited reliability in this setup.