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Titlebook: Intelligent Information Processing XI; 12th IFIP TC 12 Inte Zhongzhi Shi,Jean-Daniel Zucker,Bo An Conference proceedings 2022 IFIP Internat

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Classification Between Rumors and Explanations of Rumors Based on Common and Difference Subsequencesmation. Previous automatic rumors detection models are mainly built by training a supervised classification model on a labeled dataset containing rumor samples and true information samples. However, in many real cases, there is only one short piece of available true information sample given by an au
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Double-Channel Multi-layer Information Fusion for Text Matchinggnore other semantic information which may further improve matching accuracy. In this paper, we propose a novel model for text matching with double-channel multi-layer information fusion. It treats text and part-of-speech information of words in a sentence as double-channel information which is fuse
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Does Large Pretrained Dataset Always Help? On the Effect of Dataset Size on Big Transfer Modelng point for a model on a consequent task. It is evident that deep neural networks entail massive datasets to build and train feasible models. To gain massive and qualified datasets, nonetheless, seems expensive and time-consuming. This paper firstly examines the scale of a dataset so as to train an
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