TriAgent: Divergence-Aware Multi-Agent Committees for Cost-Efficient Financial Sentiment Analysis

arXiv:2607.19794 · cs.CL, cs.CE, cs.DB, cs.LG · Submitted 2026-07-22 · Read on arXiv

cs.CL, cs.CE, cs.DB, cs.LG

Submitted: 2026-07-22

Updated: 2026-07-22

Journal ref: Proceedings of the 35th ACM International Conference on Information and Knowledge Management (CIKM '26), 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• AUC — 1× in this paper · explained in 2 episodes
• Hallucination — 1× in this paper · explained in 4 episodes
• Semantic Divergence Index — 1× in this paper
• Transformer — 1× in this paper · explained in 2 episodes

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