Xiaoning Song

A Correlation Manifold Self-Attention Network for EEG Decoding

2025

Riemannian neural networks, which generalize the deep learning paradigm to non-Euclidean geometries, have garnered widespread attention across diverse applications in artificial intelligence. Among these, the representative attention models have been studied on various non-Euclidean spaces …

MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition

2021

Shuang Wu, Xiaoning Song, Zhenhua Feng. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.