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A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers

There are more than 2,000 listed companies on the UK's London Stock Exchange, divided into 11 sectors who are required to communicate their financial results at least twice in a single financial year. UK annual reports are very lengthy documents with around 80 pages on average.

By Nadhem Zmandar, Mo El-Haj, Paul RaysonarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 8, 2026.

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