| LIREx: Augmenting Language Inference with Relevant Explanation | Dec 16, 2020 | Explanation GenerationNatural Language Inference | CodeCode Available | 0 |
| Fine-tuning BERT with Focus Words for Explanation Regeneration | Dec 1, 2020 | Explanation GenerationMultiple-choice | —Unverified | 0 |
| YNU-oxz at SemEval-2020 Task 4: Commonsense Validation Using BERT with Bidirectional GRU | Dec 1, 2020 | Explanation Generation | —Unverified | 0 |
| Unsupervised Explanation Generation for Machine Reading Comprehension | Nov 13, 2020 | Explanation GenerationMachine Reading Comprehension | —Unverified | 0 |
| Explainable Agency by Revealing Suboptimality in Child-Robot Learning Scenarios | Nov 6, 2020 | Explanation Generation | CodeCode Available | 0 |
| Towards Interpretable Natural Language Understanding with Explanations as Latent Variables | Oct 24, 2020 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification | Oct 20, 2020 | Explanation GenerationSentence | CodeCode Available | 0 |
| Explainable Automated Fact-Checking for Public Health Claims | Oct 19, 2020 | Explanation GenerationFact Checking | CodeCode Available | 1 |
| Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? | Oct 8, 2020 | Explanation Generation | CodeCode Available | 1 |
| Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths | Sep 24, 2020 | Explanation Generation | —Unverified | 0 |
| QED: A Framework and Dataset for Explanations in Question Answering | Sep 8, 2020 | Explanation GenerationNatural Questions | CodeCode Available | 1 |
| Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems | Sep 3, 2020 | Explanation GenerationKnowledge Graphs | —Unverified | 0 |
| Explanation Generation for Multi-Modal Multi-Agent Path Finding with Optimal Resource Utilization using Answer Set Programming | Aug 8, 2020 | Explanation GenerationMulti-Agent Path Finding | —Unverified | 0 |
| Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks | Jul 24, 2020 | Bayesian InferenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules | Jun 1, 2020 | Explanation GenerationSemantic Segmentation | CodeCode Available | 0 |
| In Search for a SAT-friendly Binarized Neural Network Architecture | May 1, 2020 | Explanation Generation | —Unverified | 0 |
| Order Matters: Generating Progressive Explanations for Planning Tasks in Human-Robot Teaming | Apr 16, 2020 | Decision MakingExplanation Generation | —Unverified | 0 |
| A Framework for Generating Explanations from Temporal Personal Health Data | Mar 20, 2020 | Explanation Generation | —Unverified | 0 |
| `Why didn't you allocate this task to them?' Negotiation-Aware Explicable Task Allocation and Contrastive Explanation Generation | Feb 5, 2020 | counterfactualExplanation Generation | —Unverified | 0 |
| Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation | Feb 2, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation | Nov 20, 2019 | Explanation GenerationLanguage Modeling | CodeCode Available | 0 |
| Team SVMrank: Leveraging Feature-rich Support Vector Machines for Ranking Explanations to Elementary Science Questions | Nov 1, 2019 | AI2 Reasoning ChallengeARC | —Unverified | 0 |
| Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph | Oct 4, 2019 | Explanation GenerationInductive logic programming | —Unverified | 0 |
| Online Explanation Generation for Human-Robot Teaming | Mar 15, 2019 | Decision MakingExplanation Generation | —Unverified | 0 |
| Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention | Feb 15, 2019 | Explanation GenerationLanguage Modeling | —Unverified | 0 |
| Progressive Explanation Generation for Human-robot Teaming | Feb 2, 2019 | Decision MakingExplanation Generation | —Unverified | 0 |
| Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions | Jan 11, 2019 | Explanation Generation | —Unverified | 0 |
| Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations | Feb 19, 2018 | Explanation Generation | —Unverified | 0 |
| Plan Explanations as Model Reconciliation -- An Empirical Study | Feb 3, 2018 | Decision MakingExplanation Generation | —Unverified | 0 |
| Balancing Explicability and Explanation in Human-Aware Planning | Aug 1, 2017 | Decision MakingExplanation Generation | —Unverified | 0 |
| Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations | Feb 25, 2017 | Explanation GenerationMachine Translation | —Unverified | 0 |
| Explainable Restricted Boltzmann Machines for Collaborative Filtering | Jun 22, 2016 | Collaborative FilteringExplanation Generation | —Unverified | 0 |
| Explanation Generation for a Math Word Problem Solver | Oct 1, 2015 | Explanation GenerationMath | —Unverified | 0 |
| Mixed Logical and Probabilistic Reasoning for Planning and Explanation Generation in Robotics | Aug 1, 2015 | Explanation GenerationLogical Reasoning | —Unverified | 0 |
| Implementing Evidential Reasoning in Expert Systems | Mar 27, 2013 | Explanation Generation | —Unverified | 0 |
