factual reasoning

AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought AAAI 2026 “As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations AAAI 2026 Extending First-Order Logic for Factual Reasoning over Knowledge Graphs ACL 2026 Factuality Evaluation Using Reasoning and World Modeling AAAI 2026 FROST: Factual Reasoning via Optimized Stochastic Trajectories in Large Language Models during Inference ACL 2026 KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality ACL 2026 Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025 MultiHoax: A Dataset of Multi-hop False-premise questions ACL 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ACL 2025 TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context IJCNLP 2025 Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024 Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024 Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering EMNLP 2024 RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024 SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP 2023 COFAR: Commonsense and Factual Reasoning in Image Search AACL 2022 Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering NeurIPS 2018