Revisiting the Markov Property for machine translation

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 assessment of its performance across four WMT benchmarks. Our findings indicate that MAT with an order larger than 4 can ge...

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Main Authors: DU, Cunxiao, ZHOU, Hao, TU, Zhaopeng, JIANG, Jing
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語言:English
出版: Institutional Knowledge at Singapore Management University 2024
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在線閱讀:https://ink.library.smu.edu.sg/sis_research/8725
https://ink.library.smu.edu.sg/context/sis_research/article/9728/viewcontent/2024.findings_eacl.40_pvoa.pdf
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機構: Singapore Management University
語言: English

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