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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Arnab Chakrabarti

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Jul 2026

Diagnosing Fine-Grained Inconsistency Classification in Financial Disclosure Text

Findings identify evidence localization and fine-grained type discrimination as distinct challenges and show that compact supervised encoders are strong baselines for this task.

Aman Kumar, Lasitha Vidyaratne, Dipanjan Ghosh et al. · 0 citations

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