Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches

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Authors: Israel Abebe Azime, Deborah D. Kanubala, Tejumade Afonja, Mario Fritz, Isabel Valera, Dietrich Klakow, Philipp Slusallek

Journal title: ACL Conference on Empirical Methods in Natural Language Processing (EMNLP)

Journal publisher: ACL Anthology

Published year: 2025