Yaowei Zheng

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Yaowei Zheng, Richong Zhang, Junhao Zhang et al. · 2024 · 225 citations · Full text

Natural Language Processing, Llm Fine-tuning, Engineering +7

Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification

Yaowei Zheng, Richong Zhang, Samuel Mensah et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 47 citations · Full text

Structured Prediction, Engineering, Machine Learning +21

Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation

Qianben Chen, Richong Zhang, Yaowei Zheng et al. · arXiv (Cornell University) · 2022 · 47 citations · Full text

Engineering, Machine Learning, Augmented Samples +17

Regularizing Neural Networks via Adversarial Model Perturbation

Yaowei Zheng, Richong Zhang, Yongyi Mao · 2021 · 41 citations

Data Augmentation, Engineering, Machine Learning +12

Aspect-Level Sentiment Analysis via a Syntax-Based Neural Network

Richong Zhang, Qianben Chen, Yaowei Zheng et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2022 · 19 citations

Syntactic Parsing, Engineering, Machine Learning +17