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Chatty-KG: A multi-agent AI system for on-demand conversational question answering over knowledge graphs.Proceedings of the ACM on Management of Data, 4(1): 18:1–18:26, 2026

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2 Pith papers citing it

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cs.AI 1 cs.CL 1

years

2026 2

verdicts

UNVERDICTED 2

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CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment

cs.CL · 2026-06-03 · unverdicted · novelty 6.0

A multi-backend structural gate for LLM-generated Cypher queries achieves 100% detection of parse, constraint, and schema errors at zero false positives on 1135 queries while preserving model accuracy and adding a cost planner.

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