Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
MDB-Link: Hierarchical Schema Linking for Multi-Database Text-to-SQL
Beiyu Xu, Zhenyu Wu, Jiaoyan Chen +1
Traditional Text-to-SQL research and benchmarks assume a known target database, overlooking settings in which a query must be routed within a large, heterogeneous database collecti…
cs.CL2025
ReaLM: Residual Quantization Bridging Knowledge Graph Embeddings and Large Language Models
Wenbin Guo, Xin Wang, Jiaoyan Chen +3
Large Language Models (LLMs) have recently emerged as a powerful paradigm for Knowledge Graph Completion (KGC), offering strong reasoning and generalization capabilities beyond tra…