causal reasoning

Exploring Large Language Models’ World Perception: A Multi-Dimensional Evaluation through Data Distribution EMNLP 2025 From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025 From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA NAACL 2025 From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025 KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning COLING 2025 Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025 LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025 Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025 Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025 Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025 Nuance Matters: Probing Epistemic Consistency in Causal Reasoning AAAI 2025 Probability-Raising Causality for Uncertain Parametric Markov Decision Processes with PAC Guarantees UAI 2025 ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data ACL 2025 R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation EMNLP 2025 Reasoning About Actual Causes in Nondeterministic Domains AAAI 2025 Reasoning About Causal Knowledge in Nondeterministic Domains IJCAI 2025 Reasoning Elicitation in Language Models via Counterfactual Feedback ICLR 2025 STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ACL 2025 Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models AAAI 2025 Towards Safer and Understandable Driver Intention Prediction ICCV 2025 UrbanVideo-Bench: Benchmarking Vision-Language Models on Embodied Intelligence with Video Data in Urban Spaces ACL 2025 A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation COLING 2024 A Dynamical View of the Question of Why ICLR 2024