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causal effect

107 papers

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Co-occurring keywords

causal inference (1630) graphical model (864) instrumental variable (75) causal identification (37) structural causal model (184) causal graph (140) directed acyclic graph (245) causal effect estimation (69) causal discovery (460) latent variable (541)

Papers

LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics EACL 2026
Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025
Option Symbol Matters: Investigating and Mitigating Multiple-Choice Option Symbol Bias of Large Language Models NAACL 2025
Enhancing Automated Interpretability with Output-Centric Feature Descriptions ACL 2025
Estimating Network-Mediated Causal Effects via Principal Components Network Regression JMLR 2025
Eliciting Causal Abilities in Large Language Models for Reasoning Tasks AAAI 2025
Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025
Causal Effect Identification in a Sub-Population with Latent Variables NIPS 2024
Bicycle: Intervention-Based Causal Discovery with Cycles CLEAR 2024
A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs NIPS 2024
Dual Likelihood for Causal Inference under Structure Uncertainty CLEAR 2024
An engine not a camera: Measuring performative power of online search NIPS 2024
Conditional Adjustment in a Markov Equivalence Class AISTATS 2024
Proportion-based Sensitivity Analysis of Uncontrolled Confounding Bias in Causal Inference IJCAI 2024
Causality for Functional Longitudinal Data CLEAR 2024
Distilling Causal Effect of Data in Continual Few-shot Relation Learning COLING 2024
Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs AAAI 2024
Identifying Causal Effects Under Functional Dependencies NIPS 2024
Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation NIPS 2024
Consistency of Neural Causal Partial Identification NIPS 2024
Estimating the Causal Effect of Early ArXiving on Paper Acceptance CLEAR 2024
Approximate Causal Effect Identification under Weak Confounding ICML 2023
The Hardness of Reasoning about Probabilities and Causality IJCAI 2023
Disentangled Representation for Causal Mediation Analysis AAAI 2023
Causal Inference from Text: Unveiling Interactions between Variables EMNLP 2023