Rachel Ren

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Natural Language Processing (1)

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Isabel Xu (1)Isabel Xu Cynthia Xu Rachel Ren Cong Guo Jiacheng Ding (1)Cynthia Xu (1)Cong Guo (1)

Papers (1)

Jul 22, 2026

Isabel Xu +56d ago

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

TriAgent achieves an impressive F1 score of ~0.87 while saving $9.3M annually by intelligently routing financial sentiment queries based on contextual granularity.

Isabel Xu, Isabel Xu Cynthia Xu Rachel Ren Cong Guo Jiacheng Ding, Cynthia Xu +3

Natural Language Processing

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Rachel Ren

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)