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Causal Inference

3310 directly classified papers

Papers per year

Papers

Doubly Robust Causal Estimation Under Multi-View Network Interference (Student Abstract) AAAI 2026

Estimating Online Influence Needs Causal Modeling! Counterfactual Analysis of Misinformation Engagement on Social Media AAAI 2026

NL2CA: Auto-formalizing Cognitive Decision-Making from Natural Language Using an Unsupervised CriticNL2LTL Framework AAAI 2026

MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision AAAI 2026

LLM-Guided Quantified SMT Solving over Uninterpreted Functions AAAI 2026

Under-Approximating Semantics in Clustered Assumption-Based Argumentation AAAI 2026

Data Complexity of Querying Description Logic Knowledge Bases Under Cost-Based Semantics AAAI 2026

Truth-Tracking Evaluation in Opinion-Based Argumentation AAAI 2026

Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly EMNLP 2025

CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis EMNLP 2025

InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025

Uncertainty in Causality: A New Frontier ACL 2025

STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ACL 2025

A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025

CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025

Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025

ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025

On the Reliability of Large Language Models for Causal Discovery ACL 2025

Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ACL 2025

CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025

An Evolutionary Perspective on AI Alignment (Student Abstract) AAAI 2025

SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues EMNLP 2025

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025

FactTrack: Time-Aware World State Tracking in Story Outlines NAACL 2025

Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025