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M. El-Nasr

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#natural language process... Preprint Oct 2026

RELATE: An Evaluation Framework for measuring Relational Orientation of Large Language Models

Large language models (LLMs) are increasingly used for emotional support, raising concern that sustained use may draw users away from their real-world relationships. Yet existing evaluations primarily focus on the safety, empathy, or helpfulness of responses, leaving under-examined a relational question: where does the...

Shivam Shukla, Jihye Kim, Shubham Gaur et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Oops, Not Now: PEARL, a RAG-Based Support Agent for Gameplay and What Players Want from AI Help

AI-powered gameplay support agents hold promise for game-based learning, yet grounding generative models in structured game data remains an open challenge. We present PEARL (Parallel Education Agent for Reflection and Learning), a dual-component Retrieval-Augmented Generation (RAG) system that combines semantic knowled...

Jia-Hong Li, Sai Siddartha Maram, Atieh Kashani et al. · 0 citations

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