Publications
2025
A Framework for Supporting the Iterative Design of CBR Applications
Jimenez-Diaz G, Lenz M, Malburg L, Diaz-Agudo B, Bergmann R
Case-Based Reasoning Research and Development (Lecture Notes in Computer Science)
ArgueMapper Assistant: Interactive Argument Mining Using Generative Language Models
Lenz M, Bergmann R
Artificial Intelligence XLI (Lecture Notes in Computer Science)
Case-Based Reasoning Meets Large Language Models: A Research Manifesto For Open Challenges and Research Directions
Bach K, Bergmann R, Brand F, Caro-Martínez M, Eisenstadt V, W. Floyd M, Jayawardena L, Leake D, Lenz M, Malburg L, H. Ménager D, Minor M, Schack B, Watson I, Wilkerson K, Wiratunga N
EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture
Bergmann R, Brand F, Lenz M, Malburg L
Case-Based Reasoning Research and Development (Lecture Notes in Computer Science)
LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning
Lenz M, Hoffmann M, Bergmann R
Case-Based Reasoning Research and Development (Lecture Notes in Computer Science)
2024
ArgServices: A Microservice-Based Architecture for Argumentation Machines
Lenz M, Dumani L, Schenkel R, Bergmann R
Robust Argumentation Machines (Lecture Notes in Computer Science)
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python
Lenz M, Malburg L, Bergmann R
Case-Based Reasoning Research and Development (Lecture Notes in Computer Science)
Best Student Paper Award at ICCBR 2024
2023
2022
Comparing Unsupervised Algorithms to Construct Argument Graphs
Lenz M, Dumani L, Sahitaj P
Joint Proceedings of Workshops, Tutorials and Doctoral Consortium Co-Located with the 45th German Conference on Artificial Intelligence (CEUR Workshop Proceedings)
User-Centric Argument Mining with ArgueMapper and Arguebuf
Lenz M, Bergmann R
Computational Models of Argument (Frontiers in Artificial Intelligence and Applications)
2021
2020
The ReCAP Project
Bergmann R, Biertz M, Dumani L, Lenz M, Ludwig A, Neumann P, Ollinger S, Sahitaj P, Schenkel R, Witry A
Datenbank-Spektrum
2019
Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs
Lenz M, Ollinger S, Sahitaj P, Bergmann R
Case-Based Reasoning Research and Development (Lecture Notes in Computer Science)