{"total":16,"rows":[{"id":"2308.03656","title":"Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench","created":"2023-08-07","cited_by_count":54,"area":null},{"id":"2107.12045","title":"How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review","created":"2021-07-26","cited_by_count":39,"area":null},{"id":"2106.08890","title":"ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection","created":"2021-06-11","cited_by_count":33,"area":null},{"id":"2304.05727","title":"Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks","created":"2023-04-12","cited_by_count":9,"area":null},{"id":"2206.06054","title":"Specifying and Testing $k$-Safety Properties for Machine-Learning Models","created":"2022-06-13","cited_by_count":5,"area":null},{"id":"2305.13623","title":"Validating Multimedia Content Moderation Software via Semantic Fusion","created":"2023-05-23","cited_by_count":5,"area":null},{"id":"2303.07615","title":"Variation of Gender Biases in Visual Recognition Models Before and After Finetuning","created":"2023-03-14","cited_by_count":3,"area":null},{"id":"2309.11691","title":"RAI4IoE: Responsible AI for Enabling the Internet of Energy","created":"2023-09-20","cited_by_count":3,"area":null},{"id":"2409.09130","title":"FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection","created":"2024-09-13","cited_by_count":3,"area":null},{"id":"2107.07043","title":"GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network","created":"2021-07-09","cited_by_count":1,"area":null},{"id":"2401.00379","title":"DREAM: Debugging and Repairing AutoML Pipelines","created":"2023-12-31","cited_by_count":1,"area":null},{"id":"2104.03886","title":"Classification, Slippage, Failure and Discovery","created":"2021-04-08","cited_by_count":0,"area":null},{"id":"2203.13612","title":"Repairing Group-Level Errors for DNNs Using Weighted Regularization","created":"2022-03-24","cited_by_count":0,"area":null},{"id":"2210.16458","title":"Reformulating van Rijsbergen's $F_{\\beta}$ metric for weighted binary cross-entropy","created":"2022-10-29","cited_by_count":0,"area":null},{"id":"2305.13935","title":"Distribution-aware Fairness Test Generation","created":"2023-05-08","cited_by_count":0,"area":null},{"id":"2604.22089","title":"Ethics Testing: Proactive Identification of Generative AI System Harms","created":"2026-04-23","cited_by_count":0,"area":null}],"next_cursor":null}