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Can LLM Teams Play What? Where? When?

arXiv cs.CL · 2026-06-01 Cached

This paper investigates whether team-based interaction improves LLM performance in the quiz game 'What? Where? When?' (ChGK). Using six recent open LLMs on a 2025 dataset of 572 questions, they show that team strategies (voting, silent captain, talkative captain) outperform single models by up to 20 percentage points, with the best team achieving 44.23% accuracy, approaching human performance.

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