%0 Generic %A Liscio, Enrico %A Lorandi, Michela %A Murukannaiah, Pradeep K. %D 2025 %T News is More than a Collection of Facts: Moral Frame Preserving News Summarization - model %U %R 10.4121/c45e4c12-03bb-472d-bd22-fa943e5b0df0.v1 %K Large Language Models (LLMs) %K News summarization %K Morality %K Framing %X
We generate news summaries that preserve moral framing of the original article. In one of the tested approaches, we train a classifier to perform token-level classification of moral-laden words in news articles, and hand the predictions to a zero-shot summarization model with the instruction to preserve the detected words in the summary.
%I 4TU.ResearchData