counterfactual generation

Retrieval-guided Counterfactual Generation for QA ACL 2022 To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation EMNLP 2022 Causal Augmentation for Causal Sentence Classification EMNLP 2021 CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models CVPR 2021 CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers ICLR 2021 Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text AAAI 2021 Generating Realistic Natural Language Counterfactuals EMNLP 2021 Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays MIDL 2021 Improving Counterfactual Generation for Fair Hate Speech Detection ACL 2021 Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models ACL 2021 Robustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals AAAI 2021 TabPert : An Effective Platform for Tabular Perturbation EMNLP 2021 Text Counterfactuals via Latent Optimization and Shapley-Guided Search EMNLP 2021 Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021 Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition EMNLP 2020 Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation EMNLP 2020 The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models EMNLP 2020 Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology ACL 2019 Explaining Image Classifiers by Counterfactual Generation ICLR 2019