| RecExplainer: Aligning Large Language Models for Explaining Recommendation Models | Nov 18, 2023 | Explanation GenerationInstruction Following | —Unverified | 0 | 0 |
| RecMind: Large Language Model Powered Agent For Recommendation | Aug 28, 2023 | Explanation GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation | Nov 20, 2019 | Explanation GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Augmenting the Veracity and Explanations of Complex Fact Checking via Iterative Self-Revision with LLMs | Oct 19, 2024 | Explanation GenerationFact Checking | —Unverified | 0 | 0 |
| A Transparency Paradox? Investigating the Impact of Explanation Specificity and Autonomous Vehicle Perceptual Inaccuracies on Passengers | Aug 16, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations | Aug 30, 2023 | Explanation GenerationQuestion Answering | —Unverified | 0 | 0 |
| A Three-step Method for Multi-Hop Inference Explanation Regeneration | Jun 1, 2021 | Explanation GenerationRe-Ranking | —Unverified | 0 | 0 |
| Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap | Mar 19, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Rubrik's Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset | Mar 31, 2025 | DiversityExplanation Generation | —Unverified | 0 | 0 |
| RX-ADS: Interpretable Anomaly Detection using Adversarial ML for Electric Vehicle CAN data | Sep 5, 2022 | Anomaly DetectionExplanation Generation | —Unverified | 0 | 0 |
| Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations | Dec 5, 2023 | Explanation GenerationFew-Shot Learning | —Unverified | 0 | 0 |
| YNU-oxz at SemEval-2020 Task 4: Commonsense Validation Using BERT with Bidirectional GRU | Dec 1, 2020 | Explanation Generation | —Unverified | 0 | 0 |
| Weak Robust Compatibility Between Learning Algorithms and Counterfactual Explanation Generation Algorithms | May 31, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains | Nov 30, 2024 | Claim VerificationDomain Adaptation | —Unverified | 0 | 0 |
| Artwork Explanation in Large-scale Vision Language Models | Feb 29, 2024 | Explanation GenerationImage Description | —Unverified | 0 | 0 |
| What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components | Sep 8, 2022 | Explanation Generation | —Unverified | 0 | 0 |
| SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection | Mar 5, 2024 | Concept AlignmentExplanation Generation | —Unverified | 0 | 0 |
| Are We On The Same Page? Hierarchical Explanation Generation for Planning Tasks in Human-Robot Teaming using Reinforcement Learning | Dec 22, 2020 | AI AgentDecision Making | —Unverified | 0 | 0 |
| What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks | Mar 19, 2024 | Explainable artificial intelligenceExplanation Generation | —Unverified | 0 | 0 |
| When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations | Nov 19, 2024 | Backdoor AttackExplanation Generation | —Unverified | 0 | 0 |
| Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation | Sep 14, 2023 | Explanation Generation | —Unverified | 0 | 0 |
| Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems | Jan 18, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 | 0 |
| Effects of Explanation Specificity on Passengers in Autonomous Driving | Jul 2, 2023 | Autonomous DrivingExplanation Generation | —Unverified | 0 | 0 |
| Efficiently Explaining CSPs with Unsatisfiable Subset Optimization (extended algorithms and examples) | Mar 21, 2023 | Explanation Generation | —Unverified | 0 | 0 |
| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 | 0 |
