GeoGalactica: A Scientific Large Language Model in Geoscience

arXiv:2401.00434v2 Announce Type: replace
Abstract: Large language models (LLMs) have achieved huge success for their general knowledge and ability to solve a wide spectrum of tasks in natural language processing (NLP). Due to their impressive abilities, LLMs have shed light on potential inter-discipline applications to foster scientific discoveries of a specific domain by using artificial intelligence (AI for science, AI4S). In the meantime, utilizing NLP techniques in geoscience research and practice is wide and convoluted, contributing from knowledge extraction and …

abstract applications arxiv cs.cl discoveries domain general geoscience knowledge language language model language models language processing large language large language model large language models light llms natural natural language natural language processing nlp processing scientific solve spectrum success tasks type