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Your intent classifier is 12 points worse in Portuguese: benchmarking Laya, Strands Decider and Qwen3 embeddings

A conversational agent first has to decide what the customer wants. I measured that step for customer-service messages in Brazilian Portuguese (PT-BR), using two small "decider" models and two embedding models. Then I translated the whole dataset into English and ran everything again. TL;DR Decider…

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  1. 2026-10-08 08:23 · DEV Community — Machine Learning
    Your intent classifier is 12 points worse in Portuguese: benchmarking Laya, Strands Decider and Qwen3 embeddings

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