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 Reactive Strategy for High-Level Consistency During Search
Authors: Robert J. Woodward, Berthe Y. Choueiry, Christian Bessiere
IJCAI 2018 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | We validate our approach on benchmark problems using Partition-One Arc Consistency as an HLC. However, our strategy is generic and can be used with other higher-level consistency algorithms. |
| Researcher Affiliation | Academia | Robert J. Woodward,1,2 Berthe Y. Choueiry,1 Christian Bessiere,2 1 Constraint Systems Laboratory, University of Nebraska-Lincoln, USA 2 CNRS, University of Montpellier, France EMAIL, EMAIL, EMAIL |
| Pseudocode | Yes | Algorithm 1: UNLABEL(i,consistent) unlabels variable xi |
| Open Source Code | No | No explicit statement about providing open-source code for the methodology described in the paper. |
| Open Datasets | Yes | We use the benchmark problems available from Lecoutre s website.3 www.cril.univ-artois.fr/ lecoutre/benchmarks.html |
| Dataset Splits | No | We use the benchmark problems available from Lecoutre s website.3 www.cril.univ-artois.fr/ lecoutre/benchmarks.html |
| Hardware Specification | No | This work was completed utilizing the Holland Computing Center of the University of Nebraska, which receives support from the Nebraska Research Initiative. |
| Software Dependencies | No | No specific software dependencies with version numbers (e.g., library names, programming language versions, or solver versions) are mentioned. |
| Experiment Setup | Yes | We use a time limit of 60 minutes per instance and 8GB of memory. |