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Sep, 2023
基于代替的语义变化检测使用上下文嵌入
Substitution-based Semantic Change Detection using Contextual Embeddings
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TL;DR
使用上下文嵌入测量语义变化的简化方法,仅依赖于最可能替代被遮盖术语的方法,不仅这种方法可直接解释,而且在存储效率、性能及变化细致调查方面均表现优越。
Abstract
measuring semantic change
has thus far remained a task where methods using
contextual embeddings
have struggled to improve upon simpler techniques relying only on static word vectors. Moreover, many of the previo
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