From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
An investigation of hallucinations when language models summarize multiple documents.
arXiv17 October 2024Public source
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An investigation of hallucinations when language models summarize multiple documents.
Cite the original work
Catarina G. Belem & Pouya Pezeskhpour & Hayate Iso & Seiji Maekawa & Nikita Bhutani & Estevam Hruschka (17 October 2024). From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization [Research paper]. arXiv. https://arxiv.org/abs/2410.13961v1
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@misc{from_single_to_multi_how_llms_hallucinate_in_multi_document_summarization,
author = {Catarina G. Belem and Pouya Pezeskhpour and Hayate Iso and Seiji Maekawa and Nikita Bhutani and Estevam Hruschka},
title = {{From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization}},
howpublished = {arXiv},
url = {https://arxiv.org/abs/2410.13961v1},
year = {2024}
}
