4 papers
A Combined Encoder and Transformer Approach for Coherent and High-Quality Text Generation
Jiajing Chen, Shuo Wang, Zhen Qi +3
This research introduces a novel text generation model that combines BERT's semantic interpretation strengths with GPT-4's generative capabilities, establishing a high standard in…
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation
Yuxin Dong, Shuo Wang, Hongye Zheng +3
This study aims to optimize the existing retrieval-augmented generation model (RAG) by introducing a graph structure to improve the performance of the model in dealing with complex…
Automated Genre-Aware Article Scoring and Feedback Using Large Language Models
Chihang Wang, Yuxin Dong, Zhenhong Zhang +3
This paper focuses on the development of an advanced intelligent article scoring system that not only assesses the overall quality of written work but also offers detailed feature-…
Contrastive Learning for Knowledge-Based Question Generation in Large Language Models
Zhenhong Zhang, Jiajing Chen, Weiyan Shi +3
With the rapid development of artificial intelligence technology, especially the increasingly widespread application of question-and-answer systems, high-quality question generatio…