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counterfactual

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TitleStatusHype
Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping—0
Free Lunch for Co-Saliency Detection: Context Adjustment—0
Improving Counterfactual Generation for Fair Hate Speech Detection—0
Accelerating the Learning of TAMER with Counterfactual Explanations—0
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation AlgorithmsCode1
TabPert: An Effective Platform for Tabular PerturbationCode0
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings—0
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer—0
COSY: COunterfactual SYntax for Cross-Lingual UnderstandingCode0
Counterfactual Inference for Text Classification DebiasingCode1
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference—0
Human Trajectory Prediction via Counterfactual AnalysisCode1
COVID-19 and the gig economy in PolandCode0
A Sparsity Algorithm with Applications to Corporate Credit Rating—0
Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification—0
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions—0
Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study—0
Attribution of Predictive Uncertainties in Classification ModelsCode0
CETransformer: Casual Effect Estimation via Transformer Based Representation Learning—0
DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach—0
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable DecompositionCode1
Using Causal Analysis for Conceptual Deep Learning ExplanationCode0
A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data—0
Robust Counterfactual Explanations on Graph Neural Networks—0
Robustifying Multi-hop QA through Pseudo-Evidentiality Training—0
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