Karim Benyekhlef

According to our database, Karim Benyekhlef authored at least 22 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Robots in the Middle: Evaluating LLMs in Dispute Resolution.

Jinzhe Tan, Hannes Westermann, Nikhil Reddy Pottanigari, Jaromír Savelka, Sébastien Meeùs, Mia Godet, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2024

AI in Healthcare: Navigating Legal Risk Assessment with JusticeBot.

Sébastien Meeùs, Valentina Dalla Giovanna, Samyar Janatian, Hannes Westermann, Karim Benyekhlef, Gregory Lewkowicz

Proceedings of the Legal Knowledge and Information Systems, 2024

2023

From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems.

Samyar Janatian, Hannes Westermann, Jinzhe Tan, Jaromír Savelka, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2023

LLMediator: GPT-4 Assisted Online Dispute Resolution.

Hannes Westermann, Jaromír Savelka, Karim Benyekhlef

Proceedings of the ICAIL 2023 Workshop on Artificial Intelligence for Access to Justice co-located with 19th International Conference on AI and Law (ICAIL 2023), 2023

Bridging the Gap: Mapping Layperson Narratives to Legal Issues with Language Models.

Hannes Westermann, Sébastien Meeùs, Mia Godet, Aurore Clément Troussel, Jinzhe Tan, Jaromír Savelka, Karim Benyekhlef

Proceedings of the 6th Workshop on Automated Semantic Analysis of Information in Legal Text co-located with the 19th International Conference on Artificial Intelligence and Law (ICAIL 2023), 2023

JusticeBot: A Methodology for Building Augmented Intelligence Tools for Laypeople to Increase Access to Justice.

Hannes Westermann, Karim Benyekhlef

Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, 2023

ChatGPT as an Artificial Lawyer?

Jinzhe Tan, Hannes Westermann, Karim Benyekhlef

Proceedings of the ICAIL 2023 Workshop on Artificial Intelligence for Access to Justice co-located with 19th International Conference on AI and Law (ICAIL 2023), 2023

2022

Data-Centric Machine Learning in the Legal Domain.

Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef

CoRR, 2022

Toward an Intelligent Tutoring System for Argument Mining in Legal Texts.

Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2022

Conditional Abstractive Summarization of Court Decisions for Laymen and Insights from Human Evaluation.

Olivier Salaün, Aurore Clément Troussel, Sylvain Longhais, Hannes Westermann, Philippe Langlais, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2022

Why Do Tenants Sue Their Landlords? Answers from a Topic Model.

Olivier Salaün, Fabrizio Gotti, Philippe Langlais, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2022

2021

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

Jaromír Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Michal Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harasta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson

CoRR, 2021

Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea.

Olivier Salaün, Philippe Langlais, Karim Benyekhlef

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis.

Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2021

Lex Rosetta: transfer of predictive models across languages, jurisdictions, and legal domains.

Jaromír Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Aurore Clément Troussel, Michal Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harasta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

Labels distribution matters in performance achieved in legal judgment prediction tasks.

Olivier Salaün, Philippe Langlais, Karim Benyekhlef

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

2020

Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law.

Olivier Salaün, Philippe Langlais, Andrés Lou, Hannes Westermann, Karim Benyekhlef

Proceedings of the Natural Language Processing and Information Systems, 2020

Sentence Embeddings and High-Speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents.

Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2020

Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data.

Jaromír Savelka, Hannes Westermann, Karim Benyekhlef

Proceedings of the Fourth Workshop on Automated Semantic Analysis of Information in Legal Text held online in conjunction with the 33rd International Conference on Legal Knowledge and Information Systems, 2020

Paragraph Similarity Scoring and Fine-Tuned BERT for Legal Information Retrieval and Entailment.

Hannes Westermann, Jaromír Savelka, Karim Benyekhlef

Proceedings of the New Frontiers in Artificial Intelligence, 2020

2019

Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain.

Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef

Proceedings of the Legal Knowledge and Information Systems, 2019

Using Factors to Predict and Analyze Landlord-Tenant Decisions to Increase Access to Justice.

Hannes Westermann, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019