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

Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering AAAI 2023
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals ACL 2023
A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection EMNLP 2023
Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection ACL 2023
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023
Fast Model DeBias with Machine Unlearning NIPS 2023
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI AAAI 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions EMNLP 2023
Probabilities of Causation: Role of Observational Data AISTATS 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023
Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023
Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023
High Fidelity Image Counterfactuals with Probabilistic Causal Models ICML 2023
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning ICML 2023
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion ICML 2023
Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023
Hindsight Learning for MDPs with Exogenous Inputs ICML 2023
Eventual Discounting Temporal Logic Counterfactual Experience Replay ICML 2023
Analyzing Intentional Behavior in Autonomous Agents under Uncertainty IJCAI 2023
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos EMNLP 2023
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning CLEAR 2022
Use-Case-Grounded Simulations for Explanation Evaluation NIPS 2022
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals WACV 2022
The COVID That Wasn’t: Counterfactual Journalism Using GPT COLING 2022