causal reasoning

Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ACL 2024 Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024 Can Large Language Models Learn Independent Causal Mechanisms? EMNLP 2024 CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024 CausalBench: A Comprehensive Benchmark for Evaluating Causal Reasoning Capabilities of Large Language Models ACL 2024 CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NeurIPS 2024 Causal Graph Modeling with Deep Neural Engines for Strong Abstract Reasoning in Language and Vision IJCAI 2024 CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024 CLEAR: Can Language Models Really Understand Causal Graphs? EMNLP 2024 COLD: Causal reasOning in cLosed Daily activities NeurIPS 2024 COPAL-ID: Indonesian Language Reasoning with Local Culture and Nuances NAACL 2024 DocScript: Document-level Script Event Prediction COLING 2024 Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models NeurIPS 2024 EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024 Exploring Defeasibility in Causal Reasoning ACL 2024 From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation AAAI 2024 GAIA: Rethinking Action Quality Assessment for AI-Generated Videos NeurIPS 2024 Image Content Generation with Causal Reasoning AAAI 2024 Incorporating Dialect Understanding Into LLM Using RAG and Prompt Engineering Techniques for Causal Commonsense Reasoning NAACL 2024 Inference to the Best Explanation in Large Language Models ACL 2024 Link-Context Learning for Multimodal LLMs CVPR 2024 LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024 MARPLE: A Benchmark for Long-Horizon Inference NeurIPS 2024 Model Checking Causality IJCAI 2024 Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network AAAI 2024