BDML-lab/llm-inductive-reasoning-survey
This is the repository for the paper ‘A Survey of Inductive Reasoning for Large Language Models’
This is a survey of research papers focusing on how large language models (LLMs) perform inductive reasoning. It compiles and analyzes studies that explore how LLMs draw general conclusions from specific observations, similar to how humans learn from past experiences. Researchers and AI practitioners interested in advancing LLM capabilities will find this useful for understanding the current state and future directions of inductive reasoning in AI.
Use this if you are a researcher or AI practitioner looking for a comprehensive overview of how large language models handle inductive reasoning tasks.
Not ideal if you are a non-technical user seeking a ready-to-use application or a simple introduction to AI concepts.
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Oct 27, 2025
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