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

CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024

CLEAR: Can Language Models Really Understand Causal Graphs? EMNLP 2024

LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024

What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024

Link-Context Learning for Multimodal LLMs CVPR 2024

GAIA: Rethinking Action Quality Assessment for AI-Generated Videos NIPS 2024

Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network AAAI 2024

Reasoning about Causality in Games (Abstract Reprint) AAAI 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

MARPLE: A Benchmark for Long-Horizon Inference NIPS 2024

Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models NIPS 2024

PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023

Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP 2023

Causal Reasoning through Two Cognition Layers for Improving Generalization in Visual Question Answering EMNLP 2023

CRAB: Assessing the Strength of Causal Relationships Between Real-world Events EMNLP 2023

Moral Responsibility for AI Systems NIPS 2023

Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023

CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023

Characterizing and Verifying Scientific Claims: Qualitative Causal Structure is All You Need EMNLP 2023

Pipeline for modeling causal beliefs from natural language ACL 2023

A Rule-Based Modal View of Causal Reasoning IJCAI 2023

The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023

Event Causality Extraction via Implicit Cause-Effect Interactions EMNLP 2023

Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023