BriefGPT.xyz
Apr, 2022
BERT是否真的赞同?对语法任务上词汇依赖的精细分析
Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task
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Karim Lasri, Alessandro Lenci, Thierry Poibeau
TL;DR
该研究评估了基于Transformer的神经语言模型在语法识别任务中的一般性能力,特别是在处理句子结构和词汇形态方面的通用表现,描述了在有吸引因素的情况下,词汇独立的句法泛化失败的情况。
Abstract
Although
transformer-based neural language models
demonstrate impressive performance on a variety of tasks, their
generalization abilities
are not well understood. They have been shown to perform strongly on
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