Author

R. Farahbakhsh

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Preprint Aug 2026

RetrievalRouter: Joint Modality and Architecture Selection for Document Retrieval

Document retrieval increasingly supports high-stakes information access in finance, healthcare, and law. Modern retrieval pipelines vary both in modality (text or multimodal) and in retrieval architecture (dense or late-interaction). These choices impose a hard compromise: the most effective pipelines are too slow and...

Emre Kuru, Mehmet Onur Keskin, R. Farahbakhsh et al. · 0 citations

Jul 2026

PTEI: Integrating Personality Traits to Enhance Emotional Intelligence in Large Language Models

PTEI is proposed, a novel framework for integrating Personality Traits into Emotional Intelligence tasks using LLMs, where MBTI and OCEAN personality traits are first extracted directly from the given emotional scenarios and then utilized as contextual knowledge within personality-aware prompts, guiding LLMs to accurat...

A. Jafari, Praboda Rajapaksha, R. Farahbakhsh et al. · arXiv.org · 0 citations

#artificial intelligence Preprint Aug 2026

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection

It is demonstrated that gender bias undermines both reliability and fairness in LLM-based fake news detection, highlighting the need for bias-aware evaluation and mitigation strategies.

Razieh Chalehchaleh, R. Farahbakhsh, N. Crespi · 0 citations