NeocorRAG uses Evidence Chains to achieve SOTA retrieval quality in RAG on HotpotQA, 2WikiMultiHopQA, MuSiQue, and NQ for 3B and 70B models while using under 20% of the tokens of comparable methods.
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Presenters treat constraints as active guides for building and reusing slide narratives across sessions, supported by the new CMPA framework and ReSlide tool that improves constraint-aware authoring compared to baselines.
Oversight strategy in computer-use agents shapes exposure to problematic actions more reliably than correction success, with plan-based approaches reducing occurrences but not uniformly improving interventions.
citing papers explorer
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NeocorRAG: Less Irrelevant Information, More Explicit Evidence, and More Effective Recall via Evidence Chains
NeocorRAG uses Evidence Chains to achieve SOTA retrieval quality in RAG on HotpotQA, 2WikiMultiHopQA, MuSiQue, and NQ for 3B and 70B models while using under 20% of the tokens of comparable methods.
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When Constraints Limit and Inspire: Characterizing Presentation Authoring Practices for Evolving Narratives
Presenters treat constraints as active guides for building and reusing slide narratives across sessions, supported by the new CMPA framework and ReSlide tool that improves constraint-aware authoring compared to baselines.
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Comparing Human Oversight Strategies for Computer-Use Agents
Oversight strategy in computer-use agents shapes exposure to problematic actions more reliably than correction success, with plan-based approaches reducing occurrences but not uniformly improving interventions.