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Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-Trained Language Models.

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Title: Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-Trained Language Models.
Authors: Zhang, Quanjun1, quanjun.zhang@smail.nju.edu.cn, Fang, Chunrong2, fangchunrong@nju.edu.cn, Zheng, Yi2, 201250182@smail.nju.edu.cn, Zhang, Yaxin2, zhangyaxin032@gmail.com, Zhao, Yuan2, allenzcrazy@gmail.com, Huang, Rubing3, rbhuang@must.edu.mo, Zhou, Jianyi4, zhoujianyi2@huawei.com, Yang, Yun5, yyang@swin.edu.au, Zheng, Tao6, zt@nju.edu.cn, Chen, Zhenyu6, zychen@nju.edu.cn
Source: ACM Transactions on Software Engineering & Methodology; Sep2025, Vol. 34 Issue 7, p1-23, 23p
Database: Applied Science & Technology Source
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        Value: 10.1145/3721128
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              Text: Sep2025
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