causal reasoning

VADER: Towards Causal Video Anomaly Understanding with Relation-Aware Large Language Models WACV 2026 What’s Missing in Vision-Language Models? Probing Their Struggles with Causal Order Reasoning EACL 2026 Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs COLING 2025 A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse EMNLP 2025 A New Approach to Backtracking Counterfactual Explanations: A Unified Causal Framework for Efficient Model Interpretability ICML 2025 Benchmarking Bangla Causality: A Dataset of Implicit and Explicit Causal Sentences and Cause-Effect Relations IJCNLP 2025 CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025 Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025 Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs EMNLP 2025 Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025 CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention ACL 2025 Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis ICCV 2025 CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025 CausalGraph2LLM: Evaluating LLMs for Causal Queries NAACL 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 Causal Inference with Large Language Model: A Survey NAACL 2025 Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation ACL 2025 Causal reasoning in difference graphs CLeaR 2025 CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025 Conditional Dichotomy Quantification via Geometric Embedding ACL 2025 CWNet: Causal Wavelet Network for Low-Light Image Enhancement ICCV 2025 Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis IJCAI 2025 ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025