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

This work proposes and addresses a new task, MU for LLM-based Summarization (MU4Sum), and extends traditional MU methods to operate at the token level, which improves the performance of the traditional pipeline and proposes to integrate MU4Sum into an extractive-then-abstractive summarization pipeline.

Giuseppe Gallipoli, Luca Cagliero · ACM Transactions on Intellig... · 0 citations