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#natural language process... Preprint Sep 2026

PACE: Towards Surfacing Hidden Conflicts in User Requests

PACE is introduced, a dataset for evaluating whether models can identify latent constraints, expressed as egocentric knowledge or events, that render seemingly reasonable user requests inappropriate, and PaceMaker, a multi-agent framework in which specialized agents coordinate across query reformulation, multi-hop grap...

Y. Kim, Jihyoung Jang, Hyounghun Kim · 0 citations

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