5 papers
Research on an improved Conformer end-to-end Speech Recognition Model with R-Drop Structure
Weidong Ji, Shijie Zan, Guohui Zhou +1
To address the issue of poor generalization ability in end-to-end speech recognition models within deep learning, this study proposes a new Conformer-based speech recognition model…
Research on Named Entity Recognition in Improved transformer with R-Drop structure
Weidong Ji, Yousheng Zhang, Guohui Zhou +1
To enhance the generalization ability of the model and improve the effectiveness of the transformer for named entity recognition tasks, the XLNet-Transformer-R model is proposed in…
FGSI: Distant Supervision for Relation Extraction method based on Fine-Grained Semantic Information
Chenghong Sun, Weidong Ji, Guohui Zhou +3
The main purpose of relation extraction is to extract the semantic relationships between tagged pairs of entities in a sentence, which plays an important role in the semantic under…
Augmenting Interpretable Knowledge Tracing by Ability Attribute and Attention Mechanism
Yuqi Yue, Xiaoqing Sun, Weidong Ji +2
Knowledge tracing aims to model students' past answer sequences to track the change in their knowledge acquisition during exercise activities and to predict their future learning p…
Knowledge Graph Completion Method Combined With Adaptive Enhanced Semantic Information
Weidong Ji, Zengxiang Yin, Guohui Zhou +3
Translation models tend to ignore the rich semantic information in triads in the process of knowledge graph complementation. To remedy this shortcoming, this paper constructs a kno…