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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

Reasoning About Actual Causes in Nondeterministic Domains AAAI 2025
A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse EMNLP 2025
Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis ICCV 2025
Benchmarking Bangla Causality: A Dataset of Implicit and Explicit Causal Sentences and Cause-Effect Relations IJCNLP 2025
ProMind-LLM: Proactive Mental Health Care via Causal Reasoning with Sensor Data ACL 2025
CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation ACL 2025
CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models EMNLP 2025
KULFi Framework: Knowledge Utilization for Optimizing Large Language Models for Financial Causal Reasoning COLING 2025
Reasoning About Causal Knowledge in Nondeterministic Domains IJCAI 2025
CWNet: Causal Wavelet Network for Low-Light Image Enhancement ICCV 2025
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention ACL 2025
Nuance Matters: Probing Epistemic Consistency in Causal Reasoning AAAI 2025
Towards Safer and Understandable Driver Intention Prediction ICCV 2025
CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025
Conditional Dichotomy Quantification via Geometric Embedding ACL 2025
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025
Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025
Causal Inference with Large Language Model: A Survey NAACL 2025
From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025
STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ACL 2025
Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs COLING 2025
From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025
Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis IJCAI 2025