1 code implementation • COLING 2022 • Jinfa Yang, Xianghua Ying, Yongjie Shi, Xin Tong, Ruibin Wang, Taiyan Chen, Bowei Xing
It is crucial for knowledge graph embedding models to model and infer various relation patterns, such as symmetry/antisymmetry.
no code implementations • Findings (ACL) 2022 • Jinfa Yang, Xianghua Ying, Yongjie Shi, Xin Tong, Ruibin Wang, Taiyan Chen, Bowei Xing
The recently proposed Limit-based Scoring Loss independently limits the range of positive and negative triplet scores.
no code implementations • 27 Apr 2024 • Wenzhen Yue, Xianghua Ying, Ruohao Guo, Dongdong Chen, Ji Shi, Bowei Xing, Yuqing Zhu, Taiyan Chen
By focusing the attention on the sub-adjacent areas, we make the reconstruction of anomalies more challenging, thereby enhancing their detectability.