Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..
A Study of Unrestricted Abstract Argumentation Frameworks
Authors: Ringo Baumann, Christof Spanring
IJCAI 2017 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | In this paper we study a bunch of abstract properties like SCC-recursiveness, expressiveness or intertranslatability for unrestricted AFs. As a matter of fact, almost all existing research on abstract argumentation is restricted to ο¬nite AFs, and thus there is no systematic analysis of abstract properties in the unrestricted case. |
| Researcher Affiliation | Academia | Ringo Baumann Leipzig University, Germany EMAIL Christof Spanring University of Liverpool, United Kingdom TU Wien, Austria EMAIL |
| Pseudocode | No | The paper describes theoretical concepts and formal definitions but does not contain structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not contain any statement about making source code openly available or provide links to a code repository for the described methodology. |
| Open Datasets | No | The paper focuses on theoretical analysis and does not use or refer to any publicly available datasets. |
| Dataset Splits | No | The paper describes theoretical work and does not mention any training, validation, or test dataset splits. |
| Hardware Specification | No | The paper describes theoretical work and does not mention any specific hardware used for experiments. |
| Software Dependencies | No | The paper describes theoretical work and does not mention specific software dependencies with version numbers. |
| Experiment Setup | No | The paper describes theoretical work and does not include details on experimental setup or hyperparameters. |