Search Results for author: Rajaa El Hamdani

Found 5 papers, 4 papers with code

The Factuality of Large Language Models in the Legal Domain

1 code implementation18 Sep 2024 Rajaa El Hamdani, Thomas Bonald, Fragkiskos Malliaros, Nils Holzenberger, Fabian Suchanek

This paper investigates the factuality of large language models (LLMs) as knowledge bases in the legal domain, in a realistic usage scenario: we allow for acceptable variations in the answer, and let the model abstain from answering when uncertain.

Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains

1 code implementation15 Dec 2021 Jaromir Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Michał Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harašta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson

In this paper, we examine the use of multi-lingual sentence embeddings to transfer predictive models for functional segmentation of adjudicatory decisions across jurisdictions, legal systems (common and civil law), languages, and domains (i. e. contexts).

Segmentation Sentence +1

Compliance Generation for Privacy Documents under GDPR: A Roadmap for Implementing Automation and Machine Learning

1 code implementation23 Dec 2020 David Restrepo Amariles, Aurore Clément Troussel, Rajaa El Hamdani

Most prominent research today addresses compliance with data protection laws through consumer-centric and public-regulatory approaches.

BIG-bench Machine Learning

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