CK-Encoder: Enhanced Language Representation for Sentence Similarity

Tao Jiang, Fengjian Kang, Wei Guo, Wei He,Lei Liu,Xudong Lu,Yonghui Xu,Lizhen Cui

International Journal of Crowd Science(2022)

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摘要
In recent years, neural networks have been widely used in natural language processing, especially in sentence similarity modeling. Most of the previous studies focused on the current sentence, ignoring the commonsense knowledge related to the current sentence in the task of sentence similarity modeling. Commonsense knowledge can be remarkably useful for understanding the semantics of sentences. CK...
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关键词
Convolution,Semantics,Neural networks,Natural language processing,Task analysis,Commonsense reasoning
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