causal reasoning

179 papers

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Also known as

CR

Co-occurring keywords

causal inference (1619) large language model (12755) counterfactual reasoning (224) benchmark evaluation (1539) question answering (2904) natural language inference (1278) commonsense reasoning (502) temporal reasoning (302) language model (4573) video understanding (1647)

Papers

What’s Missing in Vision-Language Models? Probing Their Struggles with Causal Order Reasoning EACL 2026

CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models EACL 2026

Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026

Empowering LLMs with Symbolic Representation and Reasoning AAAI 2026

VADER: Towards Causal Video Anomaly Understanding with Relation-Aware Large Language Models WACV 2026

Uncovering Hidden Correctness in LLM Causal Reasoning via Symbolic Verification EACL 2026

Decoding the Market’s Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price Shocks EACL 2026

CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos AAAI 2026

Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation AAAI 2026

IMPACT: Integrated Multimodal Pipeline for Rapid Accident Causality Tracking (Student Abstract) AAAI 2026

Nuance Matters: Probing Epistemic Consistency in Causal Reasoning AAAI 2025

How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025

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

CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025

Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025

Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models AAAI 2025

From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025

Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025

Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025

CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025

Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025

Causal Inference with Large Language Model: A Survey NAACL 2025

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025

From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025

LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025