collaborators

5 papers

cs.CL2026

Wisdom in Unity: The Role of Multilingual Training in Figurative Language Identification in Proverbs

Rama Alomair, Remas Alsubaie, Walaa Saifalislam +5

Although multilingual approaches to figurative language identification are not new, the shift beyond language homogeneous training data requires a clearer understanding of the cont…

cs.CL2026

Same Lesson, Different Story: Cross-Lingual Reconstruction of Cultural Narratives in Large Language Models

Jory Alshaalan, Haya Albaker, Abeer Aldayel +2

The evaluation of cultural grounding context becomes complex when multiple cultures convey the same moral lesson. This challenge is particularly relevant to large language models (…

cs.CL2026

Incongruent Positivity: When Miscalibrated Positivity Undermines Online Supportive Conversations

Leen Almajed, Abeer ALdayel

In emotionally supportive conversations, well-intended positivity can sometimes misfire, leading to responses that feel dismissive, minimizing, or unrealistically optimistic. We ex…

cs.CL2025

EMBRACE: Shaping Inclusive Opinion Representation by Aligning Implicit Conversations with Social Norms

Abeer Aldayel, Areej Alokaili

Shaping inclusive representations that embrace diversity and ensure fair participation and reflections of values is at the core of many conversation-based models. However, many exi…

cs.CL2025

Hatred Stems from Ignorance! Distillation of the Persuasion Modes in Countering Conversational Hate Speech

Ghadi Alyahya, Abeer Aldayel

Examining the factors that the counterspeech uses are at the core of understanding the optimal methods for confronting hate speech online. Various studies have assessed the emotion…