conftrace_

structural causal model

184 papers

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Also known as

SCMS SCM

Co-occurring keywords

causal inference (1630) counterfactual reasoning (230) causal discovery (460) causal intervention (110) backdoor adjustment (34) causal effect (107) spurious correlation (279) causal identification (37) counterfactual inference (47) few-shot learning (3398)

Papers

Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for LLM Generation ACL 2026
ARCHITECT: Uncertainty-Aware Dynamic Tool Learning via Causal Intervention for Open-World Agents ACL 2026
Group Causal Policy Optimization for Post-Training Large Language Models AAAI 2026
Counterfactual Planning for Generalizable Agents’ Actions AAAI 2026
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought EACL 2026
Causal Explanations for Sequential Decision Making (Abstract Reprint) AAAI 2026
Causal-HalBench: Uncovering LVLMs Object Hallucinations Through Causal Intervention AAAI 2026
Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics AAAI 2026
TMAE:Learning Targeted Multi-Agent Exploration via Causal Inference AAAI 2026
CodeSCM: Causal Analysis for Multi-Modal Code Generation NAACL 2025
A Practical Approach to Causal Inference over Time AAAI 2025
Visual Representation Learning through Causal Intervention for Controllable Image Editing CVPR 2025
Causally Consistent Normalizing Flow AAAI 2025
Disconfounding Fake News Video Explanation with Causal Inference IJCAI 2025
Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025
From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025
Learning Structural Causal Models from Ordering: Identifiable Flow Models AAAI 2025
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting IJCAI 2025
Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025
Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport AAAI 2025
Language Models as Causal Effect Generators EMNLP 2025
Axiomatic effect propagation in structural causal models JMLR 2024
Hacking Task Confounder in Meta-Learning IJCAI 2024
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution NAACL 2024
Achievable distributional robustness when the robust risk is only partially identified NIPS 2024