| Label-Efficient Training for Next Response Selection | Nov 1, 2020 | counterfactual | —Unverified | 0 |
| Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation | Nov 1, 2020 | counterfactualDisentanglement | —Unverified | 0 |
| De-Biased Court's View Generation with Causality | Nov 1, 2020 | counterfactualText Generation | —Unverified | 0 |
| Less is More: Attention Supervision with Counterfactuals for Text Classification | Nov 1, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Exploring Logically Dependent Multi-task Learning with Causal Inference | Nov 1, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering | Nov 1, 2020 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Counterfactual Off-Policy Training for Neural Dialogue Generation | Nov 1, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition | Nov 1, 2020 | counterfactualnamed-entity-recognition | CodeCode Available | 1 |
| Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test | Nov 1, 2020 | Anomaly DetectionAstronomy | —Unverified | 0 |
| Causal Inference for Spatial Treatments | Oct 31, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System | Oct 29, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data | Oct 28, 2020 | counterfactualManagement | —Unverified | 0 |
| Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias | Oct 27, 2020 | counterfactualWord Embeddings | CodeCode Available | 1 |
| Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals | Oct 24, 2020 | counterfactualFairness | —Unverified | 0 |
| CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers | Oct 24, 2020 | counterfactualDialogue State Tracking | CodeCode Available | 1 |
| Counterfactual Representation Learning with Balancing Weights | Oct 23, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification | Oct 23, 2020 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research | Oct 22, 2020 | counterfactualFairness | —Unverified | 0 |
| Using Deep Image Priors to Generate Counterfactual Explanations | Oct 22, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review | Oct 20, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Causal Impact of Masks, Policies, Behavior on Early Covid-19 Pandemic in the U.S | Oct 19, 2020 | counterfactual | —Unverified | 0 |
| Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability | Oct 19, 2020 | counterfactual | CodeCode Available | 1 |
| A Decomposition Approach to Counterfactual Analysis in Game-Theoretic Models | Oct 17, 2020 | counterfactual | —Unverified | 0 |
| Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction | Oct 17, 2020 | counterfactual | —Unverified | 0 |
| Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN | Oct 16, 2020 | counterfactualDisentanglement | —Unverified | 0 |