Research on Adversarial Quadruples for Mitigating Self-contradictory
Hallucinations in Large Language Models
   FENG Weishan1, JIN Peng2,3, CHEN Xingyuan2,3, WANG Bing1, GUO Kuan1
(1. School of Computer and Software, Southwest Petroleum University, Chengdu, Sichuan 610500, China;
2. Key Lab of Internet Natural Language Processing of Sichuan Provincial
Education Department Leshan Normal University,Leshan,Sichuan 614000,China;
3. Sichuan Provincial Key Lab of Philosophy and Social Science for Language Intelligence
in Special Education, Leshan Normal Univeristy, Leshan, Sichuan 614000,China)

FENG Weishan, JIN Peng, CHEN Xingyuan, WANG Bing, GUO Kuan

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Journal of Chinese Information Processing ›› 2025, Vol. 39 ›› Issue (8) : 1-10.
Language Analysis and Calculation

Research on Adversarial Quadruples for Mitigating Self-contradictory
Hallucinations in Large Language Models
   FENG Weishan1, JIN Peng2,3, CHEN Xingyuan2,3, WANG Bing1, GUO Kuan1
(1. School of Computer and Software, Southwest Petroleum University, Chengdu, Sichuan 610500, China;
2. Key Lab of Internet Natural Language Processing of Sichuan Provincial
Education Department Leshan Normal University,Leshan,Sichuan 614000,China;
3. Sichuan Provincial Key Lab of Philosophy and Social Science for Language Intelligence
in Special Education, Leshan Normal Univeristy, Leshan, Sichuan 614000,China)

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