Hanjie Chen

Explainability for Large Language Models: A Survey

Haiyan Zhao, Hanjie Chen, Fan Yang et al. · ACM Transactions on Intelligent Systems and Technology · 2024 · 457 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +18

Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection

Hanjie Chen, Guangtao Zheng, Yangfeng Ji · 2020 · 83 citations · Full text

Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers

Hanjie Chen, Yangfeng Ji · 2020 · 43 citations · Full text

Faithful Explanations, Structured Prediction, Engineering +22

Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation

Hanjie Chen, Yangfeng Ji · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing

Sanchit Sinha, Hanjie Chen, Arshdeep Sekhon et al. · 2021 · 20 citations · Full text