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New dataset tracks 'hope speech' in Arabic social media during Gaza conflict

Researchers have introduced AraHopeCorpus, the first dataset designed to identify and analyze 'hope speech' within Arabic social media during crises. The corpus, derived from over ten thousand YouTube comments related to the 2023-2024 war on Gaza, reveals that hopeful language constitutes the majority of discourse. This hopeful content primarily manifests as religious encouragement, expressions of solidarity, and optimism for justice. The dataset will be made available for research to facilitate studies on constructive digital communication and resilience. AI

Summary written by gemini-2.5-flash-lite from 1 sources. How we write summaries →

IMPACT Provides a new resource for studying constructive digital discourse and hope speech detection in Arabic.

RANK_REASON Academic paper introducing a new dataset and annotation guidelines. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CL →

COVERAGE [1]

  1. arXiv cs.CL TIER_1 · Esra'a Sharqawi, Wajdi Zaghouani ·

    AraHopeCorpus: Annotation Guidelines and Dataset for Hope Speech in Arabic Social Media Crisis Discourse

    arXiv:2605.23325v1 Announce Type: new Abstract: Social media has become a crucial arena for shaping public narratives during armed conflicts, providing space for both harmful and constructive communication. While hate speech and misinformation have been widely studied, expression…