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Mohamed Hesham Elganayni

2 accepted papers

2025

ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling

ACL 2025long

This paper addresses the challenge of adapting language models to the jurisdiction-specific nature of legal corpora. Existing approaches—training separate models for each jurisdiction or using a single shared model—either fail to leverage common legal principles beneficial for low-resource settings…

Cited by 0SourcePDFScholar
2024

Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases

EMNLP 2024finding

Inspired by the legal doctrine of stare decisis, which leverages precedents (prior cases) for informed decision-making, we explore methods to integrate them into LJP models. To facilitate precedent retrieval, we train a retriever with a fine-grained relevance signal based on the overlap ratio of all…

Cited by 1SourcePDFScholar