Evaluating and advancing large language models for nanofiltration membrane knowledge tasks

Evaluating and advancing large language models for nanofiltration membrane knowledge tasks

Nanofiltration (NF) is a rapidly growing field, resulting in a surge of publications with diverse focuses. It's challenging for researchers to quickly find key information from the vast amount of publications. Large language models (LLMs) have shown promise in analyzing article and reasoning ab...

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Bibliographic Details
Main Authors: Xinchen Xiang, Zheng Cao, Yukun Qian, Dan Lu, Jiancong Lu, Jinyan Wang, Shiyu Zhou, Lijun Liang, Zhikan Yao, Lin Zhang
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2025-01-01
Series:Advanced Membranes
Subjects:
Nanofiltration
Large language model
Benchmark
Retrieval-Augmented generation
Online Access:http://www.sciencedirect.com/science/article/pii/S2772823425000351
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http://www.sciencedirect.com/science/article/pii/S2772823425000351

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