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Sep, 2024
神经模型能否指导田野调查？关于形态变化的案例研究
Can a Neural Model Guide Fieldwork? A Case Study on Morphological Inflection
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Aso Mahmudi, Borja Herce, Demian Inostroza Amestica, Andreas Scherbakov, Eduard Hovy...
TL;DR
本文针对语言田野调查的高耗时和复杂性问题，提出了一种新颖的模型，以指导语言学家在田野工作中的互动。通过评估不同采样策略的效率，研究发现提高注释数据多样性和利用模型置信度来优化交互能够显著提升田野调查的效果。
Abstract
Linguistic
Fieldwork
is an important component in language documentation and preservation. However, it is a long, exhaustive, and time-consuming process. This paper presents a novel model that guides a linguist during the
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