Causal Inference

Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025 Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 Reasoning or Memorization? Investigating LLMs’ Capability in Restoring Chinese Internet Homophones ACL 2025 Reasoning over Uncertain Text by Generative Large Language Models AAAI 2025 Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs WACV 2025 Recovery of Causal Graph Involving Latent Variables via Homologous Surrogates ICLR 2025 Recursive Causal Discovery JMLR 2025 RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation ICML 2025 Relational Causal Discovery with Latent Confounders UAI 2025 Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning COLING 2025 Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions NAACL 2025 Reliable Evaluation and Benchmarks for Statement Autoformalization EMNLP 2025 Representation Learning: A Causal Perspective AAAI 2025 Rethink GraphODE Generalization within Coupled Dynamical System ICML 2025 Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation ICML 2025 Rethinking Fair Representation Learning for Performance-Sensitive Tasks ICLR 2025 Rethinking Key-frame-based Micro-expression Recognition: A Robust and Accurate Framework Against Key-frame Errors ICCV 2025 Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion NAACL 2025 Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses UAI 2025 Rewarding Explainability in Drug Repurposing with Knowledge Graphs IJCAI 2025 Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025 Robustness in Single-Audience Value-based Abstract Argumentation: Complexity Results IJCAI 2025 Robust Root Cause Diagnosis using In-Distribution Interventions ICLR 2025 Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery ICLR 2025