Linyi Yang
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Stock Market Forecasting Methods, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → A Survey on Evaluation of Large Language Models(2024)2,208 cited
- → HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction(2020)102 cited
- → On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective(2023)90 cited
- → Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification(2020)60 cited
- → Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity(2023)52 cited
- → PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts(2023)50 cited
- → Explainable Text-Driven Neural Network for Stock Prediction(2018)47 cited
- → USB: A Unified Semi-supervised Learning Benchmark for Classification(2022)42 cited
- → MAGE: Machine-generated Text Detection in the Wild(2024)39 cited