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Yao-Dong Hu

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#artificial intelligence Preprint Oct 2026

Clarify, Then Focus: Statement Normalization for Conversation Analytics at Scale

A simple principle is proposed: clarify the text, then focus the reader, sharing this preparation across questions supports an inference pipeline built entirely from small models, making analytics over millions of conversations substantially less expensive.

Mikhail L. Arbuzov, Karan Dave, Evgeniya Dontsova et al. · 0 citations

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