analogical reasoning

CHAIRO: Contextual Hierarchical Analogical Induction and Reasoning Optimization for LLMs ACL 2026 CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension ACL 2026 Generalizing Analogical Inference from Boolean to Continuous Domains AAAI 2026 Mind’s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs ACL 2026 Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents ACL 2026 QueryMe: Query-Driven Open-Vocabulary 3D Object Affordances Grounding from Multimodal Evidence CVPR 2026 The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models AAAI 2026 AnaScore: Understanding Semantic Parallelism in Proportional Analogies NAACL 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 AR-VRM: Imitating Human Motions for Visual Robot Manipulation with Analogical Reasoning ICCV 2025 Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025 Can LLMs Recognize Their Own Analogical Hallucinations? Evaluating Uncertainty Estimation for Analogical Reasoning ACL 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025 Do large language models solve verbal analogies like children do? CoNLL 2025 DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models EMNLP 2025 Finding your MUSE: Mining Unexpected Solutions Engine EMNLP 2025 GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding CVPR 2025 HATS : Hindi Analogy Test Set for Evaluating Reasoning in Large Language Models ACL 2025 LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging SemEval 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 Neural Palate Kueh NeurIPS 2025 Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ACL 2025 Self-Prompting Analogical Reasoning for UAV Object Detection AAAI 2025 Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025