Hao Lin

Bayesian Optimization Machine Learning Models for True and Fake News Classification

2023

The performance of a machine learning algorithm depends largely on determining a set of hyperparameters. These hyperparameters have a significant influence on the accuracy of the algorithm. With the increase in algorithm complexity, there are …

Transferring Personality Knowledge to Multimodal Sentiment Analysis

2024

Multimodal sentiment analysis systems have achieved remarkable success. However, significant challenges persist in tailoring sentiment analysis to individualized needs. Recognizing the pivotal role of personality traits in shaping emotional expression-where distinct personalities manifest emotions with …

Natural language processing-based translating style research of two representative translating versions from data-driven methodology

2025

As one of Chinese famous classical works, Hongloumeng has been translated by different languages and accepted by most scholars in the world. At present, there are two famous translating versions which are broadly accepted since …