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In this survey we provide a curated overview of literature representative of the core techniques evaluation practices and emerging trends in AI assisted scientific discovery

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Here is a detailed breakdown of the research paper A Survey of Scientific Large Language Models From Data Foundations to Agent Frontiers for a non researcher audience

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This paper is crucial for researchers as it systematically reviews the applications of Large Language Models LLMs across all stages of scientific research It identifies challenges and

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Recently a plethora of new AI models and tools has been proposed promising to empower researchers and academics worldwide to conduct their research more effectively and

https://aclanthology.org
Abstract gents and fundamen tally redefining research processes and human AI collaboration This survey systematically charts this burgeoning field placing a

https://pubs.rsc.org › en › content › articlehtml › sc
The growing potential for combining large language models like GPT 4 with specialized chemical tools signals a future where AI driven autonomous agents could revolutionize chemical research making

https://huggingface.co › papers
We analyze the unique roles LLMs play across four critical stages of research hypothesis discovery experiment planning and implementation scientific writing and peer reviewing Our

https://www.aimodels.fyi › ... › arxiv
This survey explores how these AI models are transforming scientific research similar to how calculators revolutionized mathematics Large language models support researchers in multiple

https://link.springer.com › article
This work provides a comprehensive overview of LLMs in the context of language modeling word embeddings and deep learning It examines the application of LLMs in diverse fields