Multi-Stage Prompt Tuning for Political Perspective Detection in Low-Resource Settings

Multi-Stage Prompt Tuning for Political Perspective Detection in Low-Resource Settings

Political perspective detection in news media—identifying political bias in news articles—is an essential but challenging low-resource task. Prompt-based learning (i.e., discrete prompting and prompt tuning) achieves promising results in low-resource scenarios by adapting a pre-trained model to hand...

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Bibliographic Details
Main Authors: Kang-Min Kim, Mingyu Lee, Hyun-Sik Won, Min-Ji Kim, Yeachan Kim, SangKeun Lee
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
political bias detection
pre-trained language model
prompt-based learning
prompt tuning
self-supervised learning
Online Access:https://www.mdpi.com/2076-3417/13/10/6252

Internet

https://www.mdpi.com/2076-3417/13/10/6252

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