Hesitator is a theory-grounded simulator that separates utility-based item selection from overload-aware commitment decisions to reduce unrealistic high acceptance rates in conversational recommender evaluations.
arXiv preprint arXiv:2512.04588 , year=
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Pith papers citing it
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cs.IR 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
IIRSim Studio is a new web workbench offering visual pipeline composition, Git-backed component sharing, explicit provenance for replication, and shared-task support on top of existing IR user simulation libraries.
citing papers explorer
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Decision-aware User Simulation Agent for Evaluating Conversational Recommender Systems
Hesitator is a theory-grounded simulator that separates utility-based item selection from overload-aware commitment decisions to reduce unrealistic high acceptance rates in conversational recommender evaluations.
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IIRSim Studio: A Dashboard for User Simulation
IIRSim Studio is a new web workbench offering visual pipeline composition, Git-backed component sharing, explicit provenance for replication, and shared-task support on top of existing IR user simulation libraries.