Nai Zhou

Orcid: 0000-0003-2161-1719

According to our database1, Nai Zhou authored at least 10 papers between 2017 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2025
Neural Network Based on Inter-layer Perturbation Strategy for Text Classification.
Mach. Intell. Res., February, 2025

Entity and Relationship Extraction with High-quality Spans and Enhanced Marker Strategies.
Int. J. Autom. Comput., 2025

Entity and relationship extraction based on span contribution evaluation and focusing framework.
Comput. Speech Lang., 2025

Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning.
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.
Knowl. Based Syst., 2024

Enhancing Biomedical NER with Adversarial Selective Training.
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.
ACM Trans. Intell. Syst. Technol., October, 2023

Multi-MCCR: Multiple models regularization for semi-supervised text classification with few labels.
Knowl. Based Syst., 2023

2022
Rule-based adversarial sample generation for text classification.
Neural Comput. Appl., 2022

2017
Audio scene recognition based on audio events and topic model.
Knowl. Based Syst., 2017


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