A Kernel Two-Sample Test, Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander Smola, 2012Journal of Machine Learning Research, Vol. 13 (JMLR) - 介绍最大均值差异 (MMD) 检验的基础论文,这是一个用于比较高维空间中分布的关键统计方法。
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks, Nils Reimers and Iryna Gurevych, 2019Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (Association for Computational Linguistics)DOI: 10.18653/v1/D19-1410 - 介绍了 Sentence-BERT,一个广泛采用的用于生成高质量句子嵌入的模型,对于基于嵌入的大型语言模型漂移检测非常相关。