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README.md
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# ESCI LLM Aspect Mining (US)
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A product-intrinsic, polarity-labeled **aspect-annotation layer** over the `us` locale of
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[ESCI-S](https://github.com/shuttie/esci-s), extracted with a calibrated local LLM
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(`google/gemma-4-12B-it`, guided JSON, temperature 0). **8.85M aspects** over **3.95M reviews**;
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# ESCI LLM Aspect Mining (US)
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[](https://github.com/ThiagoFNJ/esci-llm-aspect-mining)
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A product-intrinsic, polarity-labeled **aspect-annotation layer** over the `us` locale of
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[ESCI-S](https://github.com/shuttie/esci-s), extracted with a calibrated local LLM
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(`google/gemma-4-12B-it`, guided JSON, temperature 0). **8.85M aspects** over **3.95M reviews**;
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