Nai Zhou

According to our database, Nai Zhou authored at least 11 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Neural Network Based on Inter-layer Perturbation Strategy for Text Classification.

Nai Zhou, Nianmin Yao, Qibin Li

Mach. Intell. Res., February, 2025

Entity and Relationship Extraction with High-quality Spans and Enhanced Marker Strategies.

Qibin Li, Nianmin Yao, Nai Zhou

Int. J. Autom. Comput., 2025

Enhancing entity and relation extraction with dynamic hard negative augmentation framework.

Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

Eng. Appl. Artif. Intell., 2025

Entity and relationship extraction based on span contribution evaluation and focusing framework.

Qibin Li, Nianmin Yao, Nai Zhou, Jian Zhao

Comput. Speech Lang., 2025

Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning.

Shengyuan Bai, Qibin Li, Zhe Wang, Nai Zhou, Nianmin Yao

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

CDGAN-BERT: Adversarial constraint and diversity discriminator for semi-supervised text classification.

Nai Zhou, Nianmin Yao, Nannan Hu, Jian Zhao, Yanan Zhang

Knowl. Based Syst., 2024

Enhancing Biomedical NER with Adversarial Selective Training.

Qibin Li, Shengyuan Bai, Nai Zhou, Nianmin Yao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

A Joint Entity and Relation Extraction Model based on Efficient Sampling and Explicit Interaction.

Qibin Li, Nianmin Yao, Nai Zhou, Jian Zhao, Yanan Zhang

ACM Trans. Intell. Syst. Technol., October, 2023

Multi-MCCR: Multiple models regularization for semi-supervised text classification with few labels.

Nai Zhou, Nianmin Yao, Qibin Li, Jian Zhao, Yanan Zhang

Knowl. Based Syst., 2023

2022

Rule-based adversarial sample generation for text classification.

Nai Zhou, Nianmin Yao, Jian Zhao, Yanan Zhang

Neural Comput. Appl., 2022

2017

Audio scene recognition based on audio events and topic model.

Yan Leng, Nai Zhou, Chengli Sun, Xinyan Xu, Qi Yuan, Chuanfu Cheng, Yunxia Liu, Dengwang Li

Knowl. Based Syst., 2017