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4 Results
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Poster
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Wed 11:00 |
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs Zhaochen Su · Jun Zhang · Xiaoye Qu · Tong Zhu · Yanshu Li · Jiashuo Sun · Juntao Li · Min Zhang · Yu Cheng |
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Poster
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IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons Dan Shi · Renren Jin · Tianhao Shen · Weilong Dong · Xinwei Wu · Deyi Xiong |
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Poster
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Thu 11:00 |
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia Yufang Hou · Alessandra Pascale · Javier Carnerero-Cano · Tigran Tchrakian · Radu Marinescu · Elizabeth Daly · Inkit Padhi · Prasanna Sattigeri |
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Workshop
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Analysing the Residual Stream of Language Models Under Knowledge Conflicts Yu Zhao · Xiaotang Du · Giwon Hong · Aryo Gema · Alessio Devoto · Hongru WANG · Xuanli He · Kam-Fai Wong · Pasquale Minervini |