arXiv Open Access 2025

Where did you get that? Towards Summarization Attribution for Analysts

Violet B John M. Conroy Sean Lynch Danielle M Neil P. Molino +2 lainnya

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Abstrak

Analysts require attribution, as nothing can be reported without knowing the source of the information. In this paper, we will focus on automatic methods for attribution, linking each sentence in the summary to a portion of the source text, which may be in one or more documents. We explore using a hybrid summarization, i.e., an automatic paraphrase of an extractive summary, to ease attribution. We also use a custom topology to identify the proportion of different categories of attribution-related errors.

Topik & Kata Kunci

cs.CL cs.AI

Penulis (7)

Violet B

John M. Conroy

Sean Lynch

Danielle M

Neil P. Molino

Aaron Wiechmann

Julia S. Yang

Format Sitasi

APA MLA BibTeX

B, V., Conroy, J.M., Lynch, S., M, D., Molino, N.P., Wiechmann, A. et al. (2025). Where did you get that? Towards Summarization Attribution for Analysts. https://arxiv.org/abs/2511.08589

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓