Huaping Zhang

A novel explainable structure for text classification

2022

With the development of deep learning, text classification has achieved very good results, but the poor interpretability of the model still limits its application in practical scenarios to a certain extent. Many explainable text classifiers …

Towards trustworthy LLMs: a review on debiasing and dehallucinating in large language models

2024 · Artificial Intelligence Review

Recently, large language models (LLMs) have attracted considerable attention due to their remarkable capabilities. However, LLMs’ generation of biased or hallucinatory content raised significant concerns, posing major challenges for their practical application. Many studies have …