| TE2Rules: Explaining Tree Ensembles using Rules | Jun 29, 2022 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models | May 25, 2022 | ArticlesClaim Verification | CodeCode Available | 1 |
| M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems | May 17, 2022 | Computational EfficiencyConversational Recommendation | —Unverified | 0 |
| Textual Explanations and Critiques in Recommendation Systems | May 15, 2022 | Explanation GenerationRecommendation Systems | —Unverified | 0 |
| Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks | May 11, 2022 | BenchmarkingExplanation Generation | CodeCode Available | 1 |
| Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation | May 1, 2022 | Explanation GenerationRecommendation Systems | —Unverified | 0 |
| Explainable Assessment of Healthcare Articles with QA | May 1, 2022 | ArticlesExplanation Generation | —Unverified | 0 |
| Improving Personalized Explanation Generation through Visualization | May 1, 2022 | DiversityExplainable Recommendation | —Unverified | 0 |
| Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes | Apr 16, 2022 | Explanation GenerationMulti-hop Question Answering | —Unverified | 0 |
| CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations | Apr 5, 2022 | Explanation GenerationQuestion Answering | CodeCode Available | 1 |
| E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning | Mar 16, 2022 | Explanation GenerationQuestion Answering | —Unverified | 0 |
| REX: Reasoning-aware and Grounded Explanation | Mar 11, 2022 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| Counterfactual Explanations for Predictive Business Process Monitoring | Feb 24, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts | Dec 17, 2021 | Explanation GenerationRetrieval | —Unverified | 0 |
| Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing | Dec 13, 2021 | Explanation GenerationExtractive Summarization | —Unverified | 0 |
| Generating High-Quality Explanations for Navigation in Partially-Revealed Environments | Dec 1, 2021 | counterfactualExplanation Generation | CodeCode Available | 0 |
| E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning | Nov 16, 2021 | Explanation GenerationQuestion Answering | —Unverified | 0 |
| A Deep Generative XAI Framework for Natural Language Inference Explanations Generation | Nov 16, 2021 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Counterfactual Explanations for Models of Code | Nov 10, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Parameterized Explanations for Investor / Company Matching | Oct 27, 2021 | AI AgentDecision Making | —Unverified | 0 |
| Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation | Oct 20, 2021 | DecoderExplainable Recommendation | —Unverified | 0 |
| Explainable Assessment of Healthcare Articles with QA | Oct 16, 2021 | ArticlesExplanation Generation | —Unverified | 0 |
| A Framework for Rationale Extraction for Deep QA models | Oct 9, 2021 | Explanation GenerationQuestion Answering | —Unverified | 0 |
| Truth Table Deep Convolutional Neural Network, A New SAT-Encodable Architecture - Application To Complete Robustness | Sep 29, 2021 | Explainable Artificial Intelligence (XAI)Explanation Generation | —Unverified | 0 |
| Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic | Sep 18, 2021 | Explanation GenerationLogical Reasoning | CodeCode Available | 0 |
