← Reasoning
Knowledge & Reasoning › Reasoning ›

Causal Inference

934 directly classified papers

Papers per year

Papers

Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025
Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies AAAI 2025
Alleviating Dual Biases in Recommendation (Student Abstract) AAAI 2025
LLMScan: Causal Scan for LLM Misbehavior Detection ICML 2025
Reasoning About Actual Causes in Nondeterministic Domains AAAI 2025
Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025
Unzipping the Causality of Zipf’s Law and Other Lexical Trade-offs NAACL 2025
Hybrid Local Causal Discovery IJCAI 2025
Large Language Models for Causal Discovery: Current Landscape and Future Directions IJCAI 2025
VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025
Generating Synthetic Relational Tabular Data via Structural Causal Models ACL 2025
CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning ACL 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation ACL 2025
On the Reliability of Large Language Models for Causal Discovery ACL 2025
Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models ACL 2025
BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025
Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models AAAI 2025
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025
On the Consistency of Commonsense in Large Language Models ACL 2025
CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025
Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025