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

Preprint Jul 2026

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

Despite advances in Emotional Intelligence (EI), Large Language Models (LLMs) still significantly underperform humans in complex emotional reasoning. This gap originates partly from the limited incorporation of individual differences, particularly personality traits, which are fundamental to human emotional inference....

A. Jafari, Praboda Rajapaksha, R. Farahbakhsh et al. · 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