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

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

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

Reasoning About Actual Causes in Nondeterministic Domains AAAI 2025

Incorporating Dialect Understanding Into LLM Using RAG and Prompt Engineering Techniques for Causal Commonsense Reasoning NAACL 2024

The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning EMNLP 2024

CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes NIPS 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

Exploring Defeasibility in Causal Reasoning ACL 2024

EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024

Image Content Generation with Causal Reasoning AAAI 2024

DocScript: Document-level Script Event Prediction COLING 2024

Inference to the Best Explanation in Large Language Models ACL 2024

From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation AAAI 2024

Reasoning about Causality in Games (Abstract Reprint) AAAI 2024

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

Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations NAACL 2024

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

Model Checking Causality IJCAI 2024

COPAL-ID: Indonesian Language Reasoning with Local Culture and Nuances NAACL 2024

LLMs Are Prone to Fallacies in Causal Inference EMNLP 2024

Link-Context Learning for Multimodal LLMs CVPR 2024

TW-NLP at SemEval-2024 Task10: Emotion Recognition and Emotion Reversal Inference in Multi-Party Dialogues. SEMEVAL 2024

A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation COLING 2024

Triple-R: Automatic Reasoning for Fact Verification Using Language Models COLING 2024