Ziwei Ji

Publications by Year

Research Areas

Stochastic Gradient Optimization Techniques, Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications

Most-Cited Works

• → Survey of Hallucination in Natural Language Generation(2022)2,966 cited
• → A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity(2023)590 cited
• → Towards Mitigating LLM Hallucination via Self Reflection(2023)181 cited
• → CrossNER: Evaluating Cross-Domain Named Entity Recognition(2021)115 cited
• Gradient descent aligns the layers of deep linear networks(2019)
• → Risk and parameter convergence of logistic regression(2018)79 cited
• The implicit bias of gradient descent on nonseparable data(2019)
• Polylogarithmic width suffices for gradient descent to achieve arbitrarily small test error with shallow ReLU networks(2020)