Taxon uses a mixture-of-experts architecture and LLM-derived semantic verification to achieve state-of-the-art performance on hierarchical tax code prediction and has been deployed in production at Alibaba.
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification
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Taxon: Hierarchical Tax Code Prediction with Semantically Aligned LLM Expert Guidance
Taxon uses a mixture-of-experts architecture and LLM-derived semantic verification to achieve state-of-the-art performance on hierarchical tax code prediction and has been deployed in production at Alibaba.