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PASC: Pipeline-Aware Conformal Prediction with Joint Coverage Guarantees for Multi-Stage NLP and LLM Pipelines
针对NLP和LLM多阶段流水线,提出管道感知的共形预测方法,实现联合覆盖保证,提升推理可靠性。
arXiv:2605.18812v1 Announce Type: new Abstract: Modern NLP and LLM systems are pipelines: named entity recognition (NER) -> entity disambiguation (NED…