Papers with cluster entropy
CORE: Measuring Multi-Agent LLM Interaction Quality under Game-Theoretic Pressures (2026.eacl-long)
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| Challenge: | Game-theoretic interactions between agents with large language models (LLMs) have revealed many emergent capabilities, yet the linguistic diversity of these interactions has not been quantified. |
| Approach: | They propose a metric to quantify the effectiveness of language use within multi-agent systems across different game-theoretic interactions. |
| Outcome: | The proposed metric measures the effectiveness of language use within multi-agent systems across game-theoretic interactions. |