87 citations · 101 across the 12 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.SI2023★ 2 cited
A Survey of Densest Subgraph Discovery on Large Graphs
Wensheng Luo, Chenhao Ma, Yixiang Fang +1
With the prevalence of graphs for modeling complex relationships among objects, the topic of graph mining has attracted a great deal of attention from both academic and industrial…
cs.CL2023★ 87 cited
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
Jinyang Li, Binyuan Hui, Ge Qu +15
Text-to-SQL parsing, which aims at converting natural language instructions into executable SQLs, has gained increasing attention in recent years. In particular, Codex and ChatGPT…
cs.CL2023★ 7 cited
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
Jinyang Li, Binyuan Hui, Reynold Cheng +7
The task of text-to-SQL parsing, which aims at converting natural language questions into executable SQL queries, has garnered increasing attention in recent years, as it can assis…