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

Exploring Logically Dependent Multi-task Learning with Causal Inference EMNLP 2020
Structural Causal Models Are (Solvable by) Credal Networks PGM 2020
An Information-Theoretic Quantification of Discrimination with Exempt Features AAAI 2020
Probabilistic Reasoning Across the Causal Hierarchy AAAI 2020
Explainable Reinforcement Learning through a Causal Lens AAAI 2020
Counterfactual Off-Policy Training for Neural Dialogue Generation EMNLP 2020
SemEval-2020 Task 5: Counterfactual Recognition SEMEVAL 2020
De-Biased Court’s View Generation with Causality EMNLP 2020
CREDICI: A Java Library for Causal Inference by Credal Networks PGM 2020
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect NIPS 2020
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach NIPS 2020
Reconsidering Generative Objectives For Counterfactual Reasoning NIPS 2020
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning ICML 2019
Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019
Counterfactual Story Reasoning and Generation EMNLP 2019
A Game Theoretic Approach to Class-wise Selective Rationalization NIPS 2019
Counterfactual Reasoning in Observational Studies AAAI 2019
Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering ICML 2019
Counterfactual Story Reasoning and Generation IJCNLP 2019
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models ICML 2019
Counterfactuals in Explainable Artificial Intelligence (XAI): Evidence from Human Reasoning IJCAI 2019
Optimization over Continuous and Multi-dimensional Decisions with Observational Data NIPS 2018
Balanced Policy Evaluation and Learning NIPS 2018
Importance Sampling for Fair Policy Selection IJCAI 2018