Framing War Across Languages: Power, Agency, and Sentiment in Wikipedia's Multilingual War Narratives

Research into Wikipedia's multilingual war narratives indicates that while the platform aims for neutrality, descriptions of combatants vary systematically across 20 language editions, especially when languages describe conflicts involving their own linguistic communities. This variation is analyzed through connotation frames, assessing power, agency, and sentiment.

Why it matters

This research highlights challenges in achieving objective information representation in global, collaboratively produced knowledge bases, especially concerning sensitive historical events. Understanding these linguistic and cultural biases is crucial for international relations, information governance, and the development of fair and accurate global communication platforms.

Key insights

• Wikipedia's neutrality objective for historical conflicts is challenged by variations across language editions, authored by distinct linguistic and cultural communities.
• The study analyzed 158 wars since 1900 across 20 Wikipedia language editions.
• Connotation frames (power, agency, sentiment) were used to examine how each language portrays conflict parties.
• Systematic differences were found in how language editions describe wars involving their own communities, with varying directions of asymmetry.
• The abstract suggests that differences are less pronounced when conflicts do not involve the linguistic communities of the language editions, though this specific finding is partially truncated in the provided source text.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2608.25337