| LLMRec: Benchmarking Large Language Models on Recommendation Task | Aug 23, 2023 | BenchmarkingExplanation Generation | CodeCode Available | 1 |
| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes | Aug 4, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 0 |
| Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for Explainability | Jul 27, 2023 | Explainable RecommendationExplanation Generation | CodeCode Available | 0 |
| Explaining Competitive-Level Programming Solutions using LLMs | Jul 11, 2023 | Code GenerationExplanation Generation | —Unverified | 0 |
| Effects of Explanation Specificity on Passengers in Autonomous Driving | Jul 2, 2023 | Autonomous DrivingExplanation Generation | —Unverified | 0 |
| Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation | Jun 29, 2023 | DecoderExplanation Generation | CodeCode Available | 1 |
| Towards Explainable Conversational Recommender Systems | May 27, 2023 | Explainable RecommendationExplanation Generation | CodeCode Available | 1 |
| Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture | May 22, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models | May 22, 2023 | Conversational RecommendationExplanation Generation | CodeCode Available | 1 |
| Explaining black box text modules in natural language with language models | May 17, 2023 | Explanation Generation | CodeCode Available | 1 |
| Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering | May 14, 2023 | Explanation GenerationQuestion Answering | —Unverified | 0 |
| Explainable Recommender with Geometric Information Bottleneck | May 9, 2023 | Explanation GenerationRecommendation Systems | —Unverified | 0 |
| Textual Explanations for Automated Commentary Driving | Apr 12, 2023 | Autonomous VehiclesExplanation Generation | CodeCode Available | 0 |
| Efficiently Explaining CSPs with Unsatisfiable Subset Optimization (extended algorithms and examples) | Mar 21, 2023 | Explanation Generation | —Unverified | 0 |
| Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations | Mar 16, 2023 | Explanation Generation | CodeCode Available | 0 |
| Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images | Mar 13, 2023 | Common Sense ReasoningExplanation Generation | —Unverified | 0 |
| Parallel Sentence-Level Explanation Generation for Real-World Low-Resource Scenarios | Feb 21, 2023 | Explanation GenerationNatural Language Inference | —Unverified | 0 |
| Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering | Jan 25, 2023 | DecoderExplanation Generation | —Unverified | 0 |
| Variational Causal Inference Network for Explanatory Visual Question Answering | Jan 1, 2023 | Explanation GenerationExplanatory Visual Question Answering | CodeCode Available | 1 |
| Explanation Regeneration via Information Bottleneck | Dec 19, 2022 | Explanation GenerationLanguage Modeling | CodeCode Available | 0 |
| Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language Explanations | Dec 8, 2022 | Explanation GenerationVisual Entailment | CodeCode Available | 1 |
| CodeExp: Explanatory Code Document Generation | Nov 25, 2022 | Explanation GenerationText Generation | CodeCode Available | 1 |
| OCTET: Object-aware Counterfactual Explanations | Nov 22, 2022 | Autonomous Drivingcounterfactual | CodeCode Available | 1 |
| Unsupervised Explanation Generation via Correct Instantiations | Nov 21, 2022 | Explanation Generation | —Unverified | 0 |
| Towards Reasoning-Aware Explainable VQA | Nov 9, 2022 | DecoderExplanation Generation | —Unverified | 0 |
