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Author

M. Boughanem

h-index 27 View on Semantic Scholar

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Preprint Sep 2026

PDMR: Passage-Driven Multi-ID Document Retrieval

This work introduces Passage-Driven Multi-ID Retrieval (PDMR), a generative retrieval framework that represents documents through multiple passage-level identifiers that improves over strong generative and non-generative baselines on Recall@1 and MRR@100.

Smail Oussaidene, M. Boughanem · 0 citations
Book Open access Jul 2026

Query-Aware Context Selection for Retrieval-Augmented Generation

This work conducts an empirical study of how irrelevant retrieved passages affect downstream generation, and proposes a lightweight, context-size classification module that dynamically predicts how much context is required based on query-specific needs.

Maya Iratni, M. Boughanem, T. Dkaki · 0 citations

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