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Rensselaer Polytechnic Institute
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TabRank boosts table retrieval accuracy by up to 52.9% through innovative chain-of-thought reasoning techniques.
Evoflux transforms how compact agents navigate tool workflows, boosting execution success rates from a mere 3% to up to 24% in real-world scenarios.
Seemingly innocuous choices in table serialization format (CSV vs. HTML) can drastically alter retrieval performance, but a simple centroid-based correction can restore semantic consistency.