Towards LLM-based fact verification on news claims with a hierarchical step-by-step prompting method

While large pre-trained language models (LLMs) have shown their impressive capabilities in various NLP tasks, they are still underexplored in the misinformation domain. In this paper, we examine LLMs with in-context learning (ICL) for news claim verification, and find that only with 4-shot demonstra...

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Bibliographic Details
Main Authors: ZHANG, Xuan, GAO, Wei
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/sis_research/8453
https://ink.library.smu.edu.sg/context/sis_research/article/9456/viewcontent/Towards_LLM_based_Fact_Verification_on_News_Claims_with_a_Hierarchical_Step_by_Step_Prompting_Method.pdf
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Institution: Singapore Management University
Language: English
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