Construction of Prompt Verbalizer Based on Dynamic Search Tree for Text Classification

Prompt tuning has shown impressive performance in the domain of few-shot text classification tasks, yet the coverage of its crucial module, i.e., the verbalizer, has a considerable effect on the results. Existing methods have not addressed breadth and depth in constructing the verbalizer. Specifical...

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Bibliographic Details
Main Authors: Jinfeng Gao, Xianliang Xia, Ruxian Yao, Junming Zhang, Yu Zhang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10848120/
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