Karim Benyekhlef

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 27

Top Topics

Legal Information

Machine Learning

Multilabel Classification

Top Venues

Publications

Samyar Janatian, Hannes Westermann, Jinzhe Tan, Jaromír Savelka, Karim Benyekhlef
From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems. JURIX (2023)
Hannes Westermann, Sébastien Meeùs, Mia Godet, Aurore Clément Troussel, Jinzhe Tan, Jaromír Savelka, Karim Benyekhlef
Bridging the Gap: Mapping Layperson Narratives to Legal Issues with Language Models. ASAIL@ICAIL (2023)
Hannes Westermann, Karim Benyekhlef
JusticeBot: A Methodology for Building Augmented Intelligence Tools for Laypeople to Increase Access to Justice. CoRR (2023)
Hannes Westermann, Jaromír Savelka, Karim Benyekhlef
LLMediator: GPT-4 Assisted Online Dispute Resolution. AI4AJ@ICAIL (2023)
Hannes Westermann, Karim Benyekhlef
JusticeBot: A Methodology for Building Augmented Intelligence Tools for Laypeople to Increase Access to Justice. ICAIL (2023)
Jinzhe Tan, Hannes Westermann, Karim Benyekhlef
ChatGPT as an Artificial Lawyer? AI4AJ@ICAIL (2023)
Samyar Janatian, Hannes Westermann, Jinzhe Tan, Jaromír Savelka, Karim Benyekhlef
From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems. CoRR (2023)
Hannes Westermann, Jaromír Savelka, Karim Benyekhlef
LLMediator: GPT-4 Assisted Online Dispute Resolution. CoRR (2023)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Toward an Intelligent Tutoring System for Argument Mining in Legal Texts. CoRR (2022)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Toward an Intelligent Tutoring System for Argument Mining in Legal Texts. JURIX (2022)
Olivier Salaün, Aurore Clément Troussel, Sylvain Longhais, Hannes Westermann, Philippe Langlais, Karim Benyekhlef
Conditional Abstractive Summarization of Court Decisions for Laymen and Insights from Human Evaluation. JURIX (2022)
Olivier Salaün, Fabrizio Gotti, Philippe Langlais, Karim Benyekhlef
Why Do Tenants Sue Their Landlords? Answers from a Topic Model. JURIX (2022)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Data-Centric Machine Learning in the Legal Domain. CoRR (2022)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Data-Centric Machine Learning: Improving Model Performance and Understanding Through Dataset Analysis. JURIX (2021)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents. CoRR (2021)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain. CoRR (2021)
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
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains. CoRR (2021)
Olivier Salaün, Philippe Langlais, Karim Benyekhlef
Labels distribution matters in performance achieved in legal judgment prediction tasks. ICAIL (2021)
Jaromír Savelka, Hannes Westermann, Karim Benyekhlef
Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data. CoRR (2021)
Olivier Salaün, Philippe Langlais, Karim Benyekhlef
Exploiting Domain-Specific Knowledge for Judgment Prediction Is No Panacea. RANLP (2021)
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
Lex Rosetta: transfer of predictive models across languages, jurisdictions, and legal domains. ICAIL (2021)
Jaromír Savelka, Hannes Westermann, Karim Benyekhlef
Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data. ASAIL@JURIX (2020)
Olivier Salaün, Philippe Langlais, Andrés Lou, Hannes Westermann, Karim Benyekhlef
Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law. NLDB (2020)
Hannes Westermann, Jaromír Savelka, Karim Benyekhlef
Paragraph Similarity Scoring and Fine-Tuned BERT for Legal Information Retrieval and Entailment. JSAI-isAI Workshops (2020)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Sentence Embeddings and High-Speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents. JURIX (2020)
Hannes Westermann, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Using Factors to Predict and Analyze Landlord-Tenant Decisions to Increase Access to Justice. ICAIL (2019)
Hannes Westermann, Jaromír Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef
Computer-Assisted Creation of Boolean Search Rules for Text Classification in the Legal Domain. JURIX (2019)