Data Leverage References

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Tag: position-paper (1 references)

Position Paper: Data-Centric AI in the Age of Large Language Models 2024 inproceedings

Xinyi Xu, Zhaoxuan Wu, Rui Qiao, Arun Verma, Yao Shu, Jingtan Wang, Xinyuan Niu, Zhenfeng He, Jiangwei Chen, Zijian Zhou, Gregory Kang Ruey Lau, Hieu Dao, Lucas Agussurja, Rachael Hwee Ling Sim, Xiaoqiang Lin, Wenyang Hu, Zhongxiang Dai, Pang Wei Koh, Bryan Kian Hsiang Low

Position paper identifying four specific scenarios centered around data for LLMs, covering data-centric benchmarks and data curation, data attribution, knowledge transfer, and inference contextualization.