AI for Scientific Search
10 months ago
- #Large Language Models
- #Scientific Research
- #Artificial Intelligence
- Recent advancements in AI, especially large language models (LLMs), show strong capabilities in logical reasoning and experimental coding.
- AI is increasingly applied in scientific research to develop autonomous systems across various disciplines.
- A comprehensive survey on AI for Research (AI4Research) is lacking, hindering understanding and development in the field.
- This work introduces a systematic taxonomy to classify five mainstream tasks in AI4Research.
- Key research gaps and future directions are identified, focusing on rigor, scalability, and societal impact.
- The survey compiles resources, including applications, data corpora, and tools, to aid the research community.