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 [1].

Journal of Artificial Intelligence Research (JAIR) - 2019

Website:

Venue Year Papers
Reproducibility Score Reproducibility Score based on Gundersen et al. (2025)
Documentation Score Global mean is the average score over the seven reproducibility variables for empirical research papers.
% Empirical Percentage of papers that are empirical research vs theoretical research
% Industry Percentage of empirical research papers with at least one author from Industry
Website
JAIR 2019 75 0.41 3.71 65.33% 22.45%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
A Coupled Operational Semantics for Goals and Commitments βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Generalisation of AGM Contraction and Revision to Fragments of First-Order Logic ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Sampling Approach for Proactive Project Scheduling under Generalized Time-dependent Workability Uncertainty βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
A Semantic Characterization ASP Base Revision ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Survey of Cross-lingual Word Embedding Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Survey on Temporal Reasoning for Temporal Information Extraction from Text ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
AI Generality and Spearman’s Law of Diminishing Returns βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Approximating Weighted and Priced Bribery in Scoring Rules βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Automatic Language Identification in Texts: A Survey ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Autonomous Target Search with Multiple Coordinated UAVs βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
Classifying Inconsistency Measures Using Graphs ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Community Structure in Industrial SAT Instances βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Computing Multi-Modal Journey Plans under Uncertainty βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Computing and Explaining Query Answers over Inconsistent DL-Lite Knowledge Bases βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Conditional Simple Temporal Networks with Uncertainty and Resources ❌ βœ… ❌ ❌ βœ… ❌ ❌ 2
Context Vectors are Reflections of Word Vectors in Half the Dimensions ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Cost-Based Goal Recognition in Navigational Domains ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
DSTL: Solution to Limitation of Small Corpus in Speech Emotion Recognition βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Dependency Learning for QBF βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Dynamic Controllability of Controllable Conditional Temporal Problems with Uncertainty βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Embedding Projection for Targeted Cross-lingual Sentiment: Model Comparisons and a Real-World Study ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Enhancing Statement Evaluation in Argumentation via Multi-labelling Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Fair Allocation of Indivisible Goods to Asymmetric Agents βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Formulas Free From Inconsistency: An Atom-Centric Characterization in Priest's Minimally Inconsistent LP ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
From Support Propagation to Belief Propagation in Constraint Programming βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Full Characterization of Parikh's Relevance-Sensitive Axiom for Belief Revision ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
General Game Playing with Imperfect Information βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Goal Recognition Design in Deterministic Environments βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
IKBT: Solving Symbolic Inverse Kinematics with Behavior Tree ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
If Nothing Is Accepted -- Repairing Argumentation Frameworks ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Implicitly Coordinated Multi-Agent Path Finding under Destination Uncertainty: Success Guarantees and Computational Complexity ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Interpretable Charge Prediction for Criminal Cases with Dynamic Rationale Attention ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Iterative Local Voting for Collective Decision-making in Continuous Spaces βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Level-0 Models for Predicting Human Behavior in Games ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Logical Foundations of Linked Data Anonymisation ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Modeling and Planning with Macro-Actions in Decentralized POMDPs βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Multi-fidelity Gaussian Process Bandit Optimisation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Multi-scale Hierarchical Residual Network for Dense Captioning ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Negotiable Votes ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
New Approximations for Coalitional Manipulation in Scoring Rules βœ… βœ… ❌ ❌ ❌ βœ… βœ… 4
On Inductive Abilities of Latent Factor Models for Relational Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On Non-Cooperativeness in Social Distance Games ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability ❌ βœ… ❌ βœ… ❌ ❌ βœ… 3
On the Time and Space Complexity of Genetic Programming for Evolving Boolean Conjunctions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
OptStream: Releasing Time Series Privately βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Pattern-Based Approach to the Workflow Satisfiability Problem with User-Independent Constraints βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Pitfalls and Best Practices in Algorithm Configuration βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Point-Based Value Iteration for Finite-Horizon POMDPs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Polynomial and Exponential Bounded Logic Programs with Function Symbols: Some New Decidable Classes ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Preference Orders on Families of Sets - When Can Impossibility Results Be Avoided? ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
Probabilistic Planning with Reduced Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
REBA: A Refinement-Based Architecture for Knowledge Representation and Reasoning in Robotics βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Rank Pruning for Dominance Queries in CP-Nets βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Recognizing Top-Monotonic Preference Profiles in Polynomial Time ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Revisiting CFR+ and Alternating Updates ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Revisiting Counting Solutions for the Global Cardinality Constraint βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Solving the Torpedo Scheduling Problem βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Strategic Abstention based on Preference Extensions: Positive Results and Computer-Generated Impossibilities ❌ ❌ ❌ ❌ ❌ βœ… ❌ 1
Strong Stubborn Set Pruning for Star-Topology Decoupled State Space Search ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Synthesizing Argumentation Frameworks from Examples βœ… βœ… βœ… βœ… βœ… βœ… ❌ 6
The Mathematics of Changing One’s Mind, via Jeffrey’s or via Pearl’s Update Rule ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Timed ATL: Forget Memory, Just Count ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Type-aware Convolutional Neural Networks for Slot Filling ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Unifying System Health Management and Automated Decision Making ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Using Collective Behavior of Coupled Oscillators for Solving DCOP βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Variable Elimination in Binary CSPs βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Viewpoint: Human-in-the-loop Artificial Intelligence ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Weighted Matching Markets with Budget Constraints βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Xeggora: Exploiting Immune-to-Evidence Symmetries with Full Aggregation in Statistical Relational Models βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6