analogical reasoning

Tore-Klose: Record Scorer, Goal Hunter, Machine? Human Association Norms for German Personal Name Compounds ACL 2025 TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking ICLR 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025 VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning ICLR 2025 AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024 ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base ACL 2024 ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation ACL 2024 Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? EMNLP 2024 Can Large Language Models Interpret Noun-Noun Compounds? A Linguistically-Motivated Study on Lexicalized and Novel Compounds ACL 2024 Concept-aware Data Construction Improves In-context Learning of Language Models ACL 2024 Continued Pre-training on Sentence Analogies for Translation with Small Data COLING 2024 From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions EMNLP 2024 How Are Metaphors Processed by Language Models? The Case of Analogies CoNLL 2024 Imitation of Life: A Search Engine for Biologically Inspired Design AAAI 2024 Large Language Models as Analogical Reasoners ICLR 2024 LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024 Metaphor Understanding Challenge Dataset for LLMs ACL 2024 MultiLexBATS: Multilingual Dataset of Lexical Semantic Relations COLING 2024 THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS ICLR 2024 ALERT: Adapt Language Models to Reasoning Tasks ACL 2023 Analogy-Forming Transformers for Few-Shot 3D Parsing ICLR 2023 Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction EMNLP 2023 Can language models learn analogical reasoning? Investigating training objectives and comparisons to human performance EMNLP 2023 Identify Event Causality with Knowledge and Analogy AAAI 2023