K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization

Author:

Deng Cheng1ORCID,Zhang Tianhang1ORCID,He Zhongmou1ORCID,Chen Qiyuan1ORCID,Shi Yuanyuan1ORCID,Xu Yi1ORCID,Fu Luoyi1ORCID,Zhang Weinan1ORCID,Wang Xinbing1ORCID,Zhou Chenghu2ORCID,Lin Zhouhan1ORCID,He Junxian1ORCID

Affiliation:

1. Shanghai Jiao Tong University, Shanghai, China

2. Shanghai Jiao Tong University & Institute of Geographical Science an Natural Resources Research, Chinese Academy of Sciences, Shanghai, China

Funder

Shanghai Pilot Program for Basic Research

National Natural Science Foundation of China

Publisher

ACM

Reference54 articles.

1. Iz Beltagy, Kyle Lo, and Arman Cohan. 2019. SciBERT: A Pretrained Language Model for Scientific Text. In Conference on Empirical Methods in Natural Language Processing.

2. The Impact of the Geological Sciences on Society

3. Wei-Lin Chiang, Zhuohan Li, Zi Lin, Ying Sheng, Zhanghao Wu, Hao Zhang, Lianmin Zheng, Siyuan Zhuang, Yonghao Zhuang, Joseph E. Gonzalez, Ion Stoica, and Eric P. Xing. 2023. Vicuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality. https://vicuna.lmsys.org

4. Hyung Won Chung Le Hou S. Longpre Barret Zoph Yi Tay William Fedus Eric Li Xuezhi Wang Mostafa Dehghani Siddhartha Brahma Albert Webson Shixiang Shane Gu Zhuyun Dai Mirac Suzgun Xinyun Chen Aakanksha Chowdhery Dasha Valter Sharan Narang Gaurav Mishra Adams Wei Yu Vincent Zhao Yanping Huang Andrew M. Dai Hongkun Yu Slav Petrov Ed Huai hsin Chi Jeff Dean Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le and Jason Wei. 2022. Scaling Instruction-Finetuned Language Models. ArXiv Vol. abs/2210.11416 (2022).

5. Peter Clark, Isaac Cowhey, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Carissa Schoenick, and Oyvind Tafjord. 2018. Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge. ArXiv , Vol. abs/1803.05457 (2018).

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