conftrace_

counterfactual reasoning

230 papers

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Co-occurring keywords

causal inference (1630) large language model (13587) structural causal model (184) causal reasoning (183) multimodal learning (4645) spurious correlation (279) natural language inference (1287) reinforcement learning (4352) commonsense reasoning (506) counterfactual inference (47)

Papers

Causes of Effects: Learning Individual Responses from Population Data IJCAI 2022
Causal Conceptions of Fairness and their Consequences ICML 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022
A Causal Inference Look at Unsupervised Video Anomaly Detection AAAI 2022
Diagnostics-Guided Explanation Generation AAAI 2022
Unsupervised Editing for Counterfactual Stories AAAI 2022
Can Humans Be out of the Loop? CLEAR 2022
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering EMNLP 2022
Counterfactual harm NIPS 2022
Off-Policy Evaluation for Action-Dependent Non-stationary Environments NIPS 2022
VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios COLING 2022
Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022
Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022
Deep Causal Metric Learning ICML 2022
Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge EMNLP 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021
Counterfactual Maximum Likelihood Estimation for Training Deep Networks NIPS 2021
Learning Matching Representations for Individualized Organ Transplantation Allocation AISTATS 2021
Interpretable Sequence Classification via Discrete Optimization AAAI 2021
Counterfactual Credit Assignment in Model-Free Reinforcement Learning ICML 2021
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis ICML 2021