CollabSim is a new CSCW-grounded simulation framework that enables controlled multi-agent experiments to measure collaborative competence in LLM agents.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CL 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
MedConceal provides 300 cases and a simulator that withholds hidden concerns to evaluate confirmation and intervention in medical dialogue, finding frontier models vary on surfacing concerns while humans outperform on guiding patients to care plans.
citing papers explorer
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CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments
CollabSim is a new CSCW-grounded simulation framework that enables controlled multi-agent experiments to measure collaborative competence in LLM agents.
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MedConceal: A Benchmark for Clinical Hidden-Concern Reasoning Under Partial Observability
MedConceal provides 300 cases and a simulator that withholds hidden concerns to evaluate confirmation and intervention in medical dialogue, finding frontier models vary on surfacing concerns while humans outperform on guiding patients to care plans.