Intent recognition, entity extraction, semantic parsing & reasoning. Help LLMs accurately understand user demand and logical context.
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Our NLP data covers general and vertical domains including finance, legal, healthcare, and education. We produce structured instruction tuning data, preference ranking data (RLHF/DPO), and logical reasoning corpus to stabilize model output and reduce hallucinations. All data is compliant, traceable, and ready for finetuning.