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cs.CL2025★ 1 cited
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models
Nghia Bui, Guergana Savova, Lijing Wang
The impact of random seeds in fine-tuning large language models (LLMs) has been largely overlooked despite its potential influence on model performance.In this study, we systematic…
cs.CL2024
Revisiting the Markov Property for Machine Translation
Cunxiao Du, Hao Zhou, Zhaopeng Tu +1
In this paper, we re-examine the Markov property in the context of neural machine translation. We design a Markov Autoregressive Transformer~(MAT) and undertake a comprehensive ass…