| ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization | Oct 14, 2024 | Explanation GenerationImage Forgery Detection | —Unverified | 0 | 0 |
| From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation | Nov 21, 2023 | Explanation GenerationVisual Question Answering (VQA) | —Unverified | 0 | 0 |
| Generally-Occurring Model Change for Robust Counterfactual Explanations | Jul 16, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Generate Natural Language Explanations for Recommendation | Jan 9, 2021 | DenoisingExplainable Recommendation | —Unverified | 0 | 0 |
| Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths | Sep 24, 2020 | Explanation Generation | —Unverified | 0 | 0 |
| Generating Contrastive Explanations for Inductive Logic Programming Based on a Near Miss Approach | Jun 15, 2021 | Explanation GenerationInductive logic programming | —Unverified | 0 | 0 |
| Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence | Oct 2, 2023 | Explanation GenerationMedical Question Answering | —Unverified | 0 | 0 |
| Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing | Dec 13, 2021 | Explanation GenerationExtractive Summarization | —Unverified | 0 | 0 |
| A Framework of Explanation Generation toward Reliable Autonomous Robots | May 6, 2021 | Decision MakingExplanation Generation | —Unverified | 0 | 0 |
| Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems | Aug 17, 2022 | Explainable RecommendationExplanation Generation | —Unverified | 0 | 0 |
| Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention | Feb 15, 2019 | Explanation GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Generating Robust Counterfactual Witnesses for Graph Neural Networks | Apr 30, 2024 | counterfactualExplanation Generation | —Unverified | 0 | 0 |
| Generating Skyline Explanations for Graph Neural Networks | May 12, 2025 | Explanation Generation | —Unverified | 0 | 0 |
| Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI) | Oct 31, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 | 0 |
| A Framework for Rationale Extraction for Deep QA models | Oct 9, 2021 | Explanation GenerationQuestion Answering | —Unverified | 0 | 0 |
| Graph-Guided Textual Explanation Generation Framework | Dec 16, 2024 | Explanation GenerationGraph Neural Network | —Unverified | 0 | 0 |
| Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification | May 9, 2025 | Explanation GenerationIn-Context Learning | —Unverified | 0 | 0 |
| CLEAR: Generative Counterfactual Explanations on Graphs | Oct 16, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| ChartQA-X: Generating Explanations for Charts | Apr 17, 2025 | Decision MakingExplanation Generation | —Unverified | 0 | 0 |
| Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation | Oct 20, 2021 | DecoderExplainable Recommendation | —Unverified | 0 | 0 |
| Hierarchical Expertise-Level Modeling for User Specific Robot-Behavior Explanations | Feb 19, 2018 | Explanation Generation | —Unverified | 0 | 0 |
| Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations | Jul 8, 2025 | Contrastive LearningDimensionality Reduction | —Unverified | 0 | 0 |
| How to Do Human Evaluation: Best Practices for User Studies in NLP | Jul 17, 2021 | Explanation GenerationMachine Translation | —Unverified | 0 | 0 |
| ICCV23 Visual-Dialog Emotion Explanation Challenge: SEU_309 Team Technical Report | Jul 13, 2024 | Explanation GenerationLanguage Modeling | —Unverified | 0 | 0 |
| Implementing Evidential Reasoning in Expert Systems | Mar 27, 2013 | Explanation Generation | —Unverified | 0 | 0 |
