Author

Munir Georges

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#natural language process... Preprint Oct 2026

Verifiable Retrieval for Legal Reasoning through Structure-driven Knowledge Graph

This paper uses structure-driven parsing to create a Knowledge Graph (KG) for the source document navigation and retrieval, and compares several KG-informed chunking and retrieval strategies to evaluate their effect on the accuracy of retrieved citations.

Ibrahim Siddig, Sviatoslav Tugeev, Munir Georges · 0 citations

#natural language process... Preprint Open access Aug 2026

Location-Aware Language Models via Secondary Embeddings

This work proposes a lightweight, model-agnostic approach for injecting geo-spatial awareness into pretrained embeddings without modifying the tokenizer or requiring costly retraining, and generalizes across multiple model architectures and scales.

G. Srinivasagan, Munir Georges · 0 citations