Showing cs.IRShow all
3 papers · 1 filter
cs.IR2026
PDMR: Passage-Driven Multi-ID Document Retrieval
Smail Oussaidene, Mohand Boughanem
Generative Retrieval (GR) models map queries directly to document identifiers, replacing conventional retrieval over external sparse or dense indexes with autoregressive identifier…
cs.IR2025
Dynamic Context Selection for Retrieval-Augmented Generation: Mitigating Distractors and Positional Bias
Malika Iratni, Mohand Boughanem, Taoufiq Dkaki
Retrieval Augmented Generation (RAG) enhances language model performance by incorporating external knowledge retrieved from large corpora, which makes it highly suitable for tasks…
cs.IR2023
A Hierarchical Neural Framework for Classification and its Explanation in Large Unstructured Legal Documents
Nishchal Prasad, Mohand Boughanem, Taoufik Dkaki
Automatic legal judgment prediction and its explanation suffer from the problem of long case documents exceeding tens of thousands of words, in general, and having a non-uniform st…