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Author

Luca Cagliero

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#artificial intelligence Preprint Sep 2026

Enhancing Financial Question Answering: A Novel Benchmark Dataset of Banks'financial statements

FinRAG-QA is introduced, a novel benchmark dataset for financial question answering, which comprises 999 practitioner-curated questions on 10 standardised indicators, grounded in 209 annual and Pillar 3 reports from 24 major European and U.S. banks spanning 2019-2023.

Arianna Miola, Bruno Spaccavento, Lorenzo Silotto et al. · 0 citations
Open access Jul 2026

MU4Sum: Aspect Unlearning in LLM-based Document Summarization

Aspect-based Summarization (AbSum) aims to generate document summaries describing different facets of the content. The summaries produced by a Large Language Model (LLM) fine-tuned for AbSum likely cover all aspects in the training set, even though some of them may be undesired. Machine Unlearning (MU) techniques are d...

Giuseppe Gallipoli, Luca Cagliero · 0 citations

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