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counterfactual

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Showing 1101–1150 of 2765 papers

TitleStatusHype
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference ResolutionCode0
Causal Inference for Human-Language Model CollaborationCode0
Addressing Both Statistical and Causal Gender Fairness in NLP ModelsCode0
CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning—0
Uncovering Bias in Large Vision-Language Models with Counterfactuals—0
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNsCode0
Are Large Language Models Good at Utility Judgments?Code0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies—0
ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion—0
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems—0
Counterfactual Fairness through Transforming Data Orthogonal to Bias—0
GreeDy and CoDy: Counterfactual Explainers for Dynamic Graphs—0
Grounding Language Plans in Demonstrations Through Counterfactual Perturbations—0
Transmission Benefits and Cost Allocation under Ambiguity—0
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves EstimationCode0
A multi-criteria approach for selecting an explanation from the set of counterfactuals produced by an ensemble of explainersCode0
On Predictive planning and counterfactual learning in active inferenceCode0
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process MonitoringCode0
GCAM: Gaussian and causal-attention model of food fine-grained recognition—0
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management ZonesCode0
Towards Non-Adversarial Algorithmic Recourse—0
Mitigating attribute amplification in counterfactual image generation—0
Silico-centric Theory of Mind—0
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business ProcessesCode0
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment—0
Identity-aware Dual-constraint Network for Cloth-Changing Person Re-identification—0
Fast Inference of Removal-Based Node InfluenceCode0
Imputation of Counterfactual Outcomes when the Errors are Predictable—0
Action Reimagined: Text-to-Pose Video Editing for Dynamic Human Actions—0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Structure Your Data: Towards Semantic Graph CounterfactualsCode0
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AICode0
Robust Emotion Recognition in Context Debiasing—0
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification—0
WatChat: Explaining perplexing programs by debugging mental modelsCode0
RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning—0
Why Online Reinforcement Learning is Causal—0
Verified Training for Counterfactual Explanation Robustness under Data Shift—0
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery—0
Sample size planning for conditional counterfactual mean estimation with a K-armed randomized experiment—0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE—0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
Self-Supervised Representation Learning with Meta Comprehensive Regularization—0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual ExplanationsCode0
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?Code0
Longitudinal Counterfactuals: Constraints and Opportunities—0
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious CorrelationCode0
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