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..
Relevance in Structured Argumentation
Authors: AnneMarie Borg, Christian Straßer
IJCAI 2018 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | In Section 5 we prove our main results. |
| Researcher Affiliation | Academia | Anne Marie Borg and Christian Straßer, Ruhr-University Bochum, Germany EMAIL, EMAIL |
| Pseudocode | No | No pseudocode or clearly labeled algorithm blocks were found. |
| Open Source Code | No | The paper does not provide any concrete access to source code. As a theoretical paper, it focuses on proofs and properties of argumentation systems. |
| Open Datasets | No | The paper is theoretical and does not describe experiments with datasets, so no information about publicly available training datasets is provided. |
| Dataset Splits | No | The paper is theoretical and does not describe experiments with datasets, so no information about training/validation/test splits is provided. |
| Hardware Specification | No | The paper is theoretical and does not describe empirical experiments, thus no hardware specifications for running experiments are provided. |
| Software Dependencies | No | The paper is theoretical and does not describe empirical experiments or specific software implementations, thus no software dependencies with version numbers are provided. |
| Experiment Setup | No | The paper is theoretical and does not describe empirical experiments, thus no details about experimental setup, hyperparameters, or training configurations are provided. |