Inconsistent Reasoning Attacks to Identify Weaknesses in Automatic Scientific Claim Verification Tools

Md Athikul Islam, Noel Ellison, Bishal Lakha, Edoardo Serra. Inconsistent Reasoning Attacks to Identify Weaknesses in Automatic Scientific Claim Verification Tools. In Rita P. Ribeiro, Bernhard Pfahringer, Nathalie Japkowicz, Pedro Larrañaga, Alípio M. Jorge, Carlos Soares, Pedro H. Abreu, João Gama 0001, editors, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VII. Volume 16019 of Lecture Notes in Computer Science, pages 56-73, Springer, 2025. [doi]

Authors

Md Athikul Islam

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Noel Ellison

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Bishal Lakha

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Edoardo Serra

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