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Encoders for text classification in 2026: still the right default, or has prompting an LLM won?

I keep seeing the same pattern in teams working on routing and classification tasks, such as sorting support tickets, tagging documents or assigning intents. The first version is a prompt to a large model with a JSON schema, and it works well enough in the demo. A few months later the complaints ar…

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  1. 2026-10-13 09:18 · r/LanguageTechnology
    Encoders for text classification in 2026: still the right default, or has prompting an LLM won?

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