Hong, Zijin
- Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
2024/06/12 by Zijin Hong, Zheng Yuan, Hong, Zijin +11 · 37 citations
Computer Science · #Advanced Computational Techniques and Applications #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
2025/01/21 by Qinggang Zhang, Zhang, Qinggang, Shengyuan Chen +18 · 19 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
2024/02/18 by Zijin Hong, Hong, Zijin, Zheng Yuan +9 · 6 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Database Systems and Queries #Semantic Web and Ontologies
- When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
2025/06/06 by Zhiyi Xiang, Chuanjie Wu, Xiang, Zhishang +10 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
- Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions
2025/01/20 by Zijin Hong, Hong, Zijin, Hao Wu +19 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Unconstrained Model Merging for Enhanced LLM Reasoning
2024/10/17 by Yiming Zhang, Baoyi He, Zhang, Yiming +26 · 2 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Towards Better Question Generation in QA-based Event Extraction
2024/05/17 by Hong, Zijin, Liu, Jian · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation
2025/02/18 by Zheng Yuan, Yuan, Zheng, Hao Chen +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives
2024/11/19 by Liu, Wenxiao, Yang, Zihong, Li, Chaozhuo +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CLR-Bench: Evaluating Large Language Models in College-level Reasoning
2024/10/23 by Junnan Dong, Dong, Junnan, Zijin Hong +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling