| Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features | Jun 1, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Interpreting Deep Forest through Feature Contribution and MDI Feature Importance | May 1, 2023 | Explainable ModelsFeature Importance | —Unverified | 0 |
| GENIE-NF-AI: Identifying Neurofibromatosis Tumors using Liquid Neural Network (LTC) trained on AACR GENIE Datasets | Apr 26, 2023 | Explainable Models | —Unverified | 0 |
| The State of Human-centered NLP Technology for Fact-checking | Jan 8, 2023 | Explainable ModelsFact Checking | —Unverified | 0 |
| Multimodal and Explainable Internet Meme Classification | Dec 11, 2022 | ClassificationExplainable Models | —Unverified | 0 |
| Prototype-based Interpretable Graph Neural Networks | Nov 16, 2022 | Explainable ModelsGraph Neural Network | CodeCode Available | 0 |
| Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations | Oct 20, 2022 | Explainable Artificial Intelligence (XAI)Explainable Models | CodeCode Available | 0 |
| The Ability of Image-Language Explainable Models to Resemble Domain Expertise | Sep 19, 2022 | Explainable Models | —Unverified | 0 |
| Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem | Sep 12, 2022 | Bilevel OptimizationExplainable Models | —Unverified | 0 |
| Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations | Sep 8, 2022 | Attributecounterfactual | CodeCode Available | 1 |
| UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA | Aug 19, 2022 | Adversarial AttackExplainable Models | CodeCode Available | 1 |
| Assessing the Unitary RNN as an End-to-End Compositional Model of Syntax | Aug 11, 2022 | Explainable ModelsWord Embeddings | —Unverified | 0 |
| The Analysis of Synonymy and Antonymy in Discourse Relations: An interpretable Modeling Approach | Aug 9, 2022 | Explainable Models | —Unverified | 0 |
| Smoothing Entailment Graphs with Language Models | Jul 30, 2022 | DiversityExplainable Models | CodeCode Available | 0 |
| Using Multi-modal Data for Improving Generalizability and Explainability of Disease Classification in Radiology | Jul 29, 2022 | Explainable Models | —Unverified | 0 |
| dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification | Jul 25, 2022 | ClassificationExplainable Models | CodeCode Available | 1 |
| Explaining Chest X-ray Pathologies in Natural Language | Jul 9, 2022 | Explainable Models | CodeCode Available | 1 |
| Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches | Jun 18, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Explainable Models via Compression of Tree Ensembles | Jun 16, 2022 | Explainable Models | —Unverified | 0 |
| Visualization of Decision Trees based on General Line Coordinates to Support Explainable Models | May 9, 2022 | Explainable Models | —Unverified | 0 |
| ConceptDistil: Model-Agnostic Distillation of Concept Explanations | May 7, 2022 | Explainable ModelsKnowledge Distillation | —Unverified | 0 |
| Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations | Apr 24, 2022 | DiversityExplainable Models | CodeCode Available | 1 |
| Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers | Apr 1, 2022 | AnatomyDeep Learning | —Unverified | 0 |
| UKP-SQUARE: An Online Platform for Question Answering Research | Mar 25, 2022 | Explainable ModelsInformation Retrieval | CodeCode Available | 1 |
| Separable-HoverNet and Instance-YOLO for Colon Nuclei Identification and Counting | Mar 1, 2022 | ClassificationExplainable Models | —Unverified | 0 |
