4 papers
Optimization Techniques for Sentiment Analysis Based on LLM (GPT-3)
Tong Zhan, Chenxi Shi, Yadong Shi +2
With the rapid development of natural language processing (NLP) technology, large-scale pre-trained language models such as GPT-3 have become a popular research object in NLP field…
RNA Secondary Structure Prediction Using Transformer-Based Deep Learning Models
Yanlin Zhou, Tong Zhan, Yichao Wu +2
The Human Genome Project has led to an exponential increase in data related to the sequence, structure, and function of biomolecules. Bioinformatics is an interdisciplinary researc…
Maximizing User Experience with LLMOps-Driven Personalized Recommendation Systems
Chenxi Shi, Penghao Liang, Yichao Wu +2
The integration of LLMOps into personalized recommendation systems marks a significant advancement in managing LLM-driven applications. This innovation presents both opportunities…
Research on the Application of Deep Learning-based BERT Model in Sentiment Analysis
Yichao Wu, Zhengyu Jin, Chenxi Shi +2
This paper explores the application of deep learning techniques, particularly focusing on BERT models, in sentiment analysis. It begins by introducing the fundamental concept of se…