Publications

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)

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

PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations

Lenz M, Bergmann R

Robust Argumentation Machines (Lecture Notes in Computer Science)

Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models

Lenz M, Bergmann R

Case-Based Reasoning Research and Development (Lecture Notes in Computer Science)

Best Student Paper Award at ICCBR 2023

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)

Workshop on Text Mining and Generation (TMG): Preface

Lenz M, Dumani L, Bondarenko A, Syed S

Joint Proceedings of Workshops, Tutorials and Doctoral Consortium Co-Located with the 45rd German Conference on Artificial Intelligence (CEUR Workshop Proceedings)

The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics

Dumani L, Biertz M, Witry A, Ludwig A, Lenz M, Ollinger S, Bergmann R, Schenkel R

IEEE Proceedings of the 15th International Conference on Semantic Computing (ICSC)

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

Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs

Lenz M, Sahitaj P, Kallenberg S, Coors C, Dumani L, Schenkel R, Bergmann R

Computational Models of Argument (Frontiers in Artificial Intelligence and Applications)

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)

Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines

Bergmann R, Lenz M, Ollinger S, Pfister M

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference