conftrace_

counterfactual explanation

139 papers

Explore in graph

Also known as

CE

Co-occurring keywords

explainable ai (480) model interpretability (519) algorithmic recourse (22) graph neural network (3962) generative model (2892) large language model (13587) text classification (6793) image classification (1944) causal inference (1630) explainable artificial intelligence (130)

Papers

Learning Global Transparent Models consistent with Local Contrastive Explanations NIPS 2020
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification COLING 2020
CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines AAAI 2020
Generating Natural Counterfactual Visual Explanations IJCAI 2020
On Counterfactual Explanations under Predictive Multiplicity UAI 2020
Model-Agnostic Counterfactual Explanations for Consequential Decisions AISTATS 2020
Relation-Based Counterfactual Explanations for Bayesian Network Classifiers IJCAI 2020
SCOUT: Self-Aware Discriminant Counterfactual Explanations CVPR 2020
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach NIPS 2020
Counterfactual Visual Explanations ICML 2019
Multimodal Explanations by Predicting Counterfactuality in Videos CVPR 2019
Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals AAAI 2019
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations IJCAI 2019
Glass-Box: Explaining AI Decisions With Counterfactual Statements Through Conversation With a Voice-enabled Virtual Assistant IJCAI 2018