Labels need prompts too: mask matching for natural language understanding tasks

B Li, W Ye, Q Wang, W Zhao, S Zhang - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Textual label names (descriptions) are typically semantically rich in many natural language
understanding (NLU) tasks. In this paper, we incorporate the prompting methodology, which …

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

Z **e, Y Li - arxiv preprint arxiv:2210.12763, 2022 - arxiv.org
This paper proposes a novel prompt-based finetuning method (called DLM-SCS) for few-
shot text classification by utilizing the discriminative language model ELECTRA that is …