SIGMA builds a signed relational graph among LLM agents and uses conflict-aware message passing plus weighted aggregation to produce more consistent predictions than prior cooperative-assumption baselines.
Attitudes and cognitive organization
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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UNVERDICTED 2representative citing papers
In signed networks, stubborn links cause persistent imbalance mainly when clustered into multiple communities, even if few in number; spread-out stubborn links allow balance despite high fractions.
citing papers explorer
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Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling
SIGMA builds a signed relational graph among LLM agents and uses conflict-aware message passing plus weighted aggregation to produce more consistent predictions than prior cooperative-assumption baselines.
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Instability of social network dynamics with stubborn links
In signed networks, stubborn links cause persistent imbalance mainly when clustered into multiple communities, even if few in number; spread-out stubborn links allow balance despite high fractions.