Causal Inference

A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities AAAI 2026 Abstractions in Causal Models and Game Structures CLeaR 2026 A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination AAAI 2026 A causal fused lasso for interpretable heterogeneous treatment effects estimation JMLR 2026 A Causal Markov Condition for Value UAI 2026 A Causal Marriage between VLM and IRM from Understanding to Reasoning CVPR 2026 A Causal Target for Learning to Defer Under Hidden Confounding AAAI 2026 Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models EACL 2026 A fine-grained look at causal effects in causal spaces CLeaR 2026 Agentic Economic Modeling ACL 2026 Agentmandering: A Game-Theoretic Framework for Fair Redistricting via Large Language Model Agents AAAI 2026 A novel hybrid approach for positive-valued DAG learning CLeaR 2026 A Polynomial Chaos Framework for Causal Discovery in Nonlinear Uncertain Systems CVPR 2026 ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction AAAI 2026 ARCHITECT: Uncertainty-Aware Dynamic Tool Learning via Causal Intervention for Open-World Agents ACL 2026 Argumentation and Judgement Factors: LLM-based Discovery and Application in Insurance Disputes EACL 2026 A Stronger Calculus of Intervention for Max-Linear Bayesian Networks UAI 2026 Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models ACL 2026 Automatic debiased machine learning and sensitivity analysis for sample selection models CLeaR 2026 Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs UAI 2026 Bayesian Causal Discovery in Directed Cyclic Graphs with Closed-Form Lag Bayes Factors UAI 2026 Bayesian Causal Discovery Networks for Linear Mixed Data CLeaR 2026 Bayesian Hierarchical Invariant Prediction CLeaR 2026 BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task SemEval 2026 Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning EACL 2026