cff-version: 1.2.0
abstract: "<p>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.</p>"
authors:
  - family-names: Liscio
    given-names: Enrico
    orcid: "https://orcid.org/0000-0002-8285-5867"
  - family-names: Lorandi
    given-names: Michela
    orcid: "https://orcid.org/0000-0002-6131-8763"
  - family-names: Murukannaiah
    given-names: Pradeep K.
    orcid: "https://orcid.org/0000-0002-1261-6908"
title: "News is More than a Collection of Facts: Moral Frame Preserving News Summarization - model"
keywords:
version: 1
identifiers:
  - type: doi
    value: 10.4121/c45e4c12-03bb-472d-bd22-fa943e5b0df0.v1
license: CC BY 4.0
date-released: 2025-07-30