inductive reasoning

Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking ICLR 2025 A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models EACL 2024 A Foundation Model for Zero-shot Logical Query Reasoning NeurIPS 2024 Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024 Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data NeurIPS 2024 CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ACL 2024 Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning ACL 2024 Find-the-Common: A Benchmark for Explaining Visual Patterns from Images COLING 2024 Hypothesis Search: Inductive Reasoning with Language Models ICLR 2024 ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024 Language Models as Inductive Reasoners EACL 2024 Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 Making Natural Language Reasoning Explainable and Faithful AAAI 2024 Mars: Situated Inductive Reasoning in an Open-World Environment NeurIPS 2024 MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024 Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement ICLR 2024 Prompt-fused Framework for Inductive Logical Query Answering COLING 2024 PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL EMNLP 2024 PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024 StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving NeurIPS 2024