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Yahe Li

2 accepted papers

2024

Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification

COLING 2024main

A successful prompt-based finetuning method should have three prerequisites: task compatibility, input compatibility, and evidence abundance. Bearing this belief in mind, this paper designs a novel prompt-based method (called DLM-SCS) for few-shot text classification, which utilizes the discriminati…