20 citations · 49 across the 10 of their papers we have counts for
4 papers · 1 filter
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations
Yuankai Fan, Tonghui Ren, Can Huang +2
Natural Language Interfaces for Databases empower non-technical users to interact with data using natural language (NL). Advanced approaches, utilizing either neural sequence-to-se…
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
Meng Chen, Kai Zhang, Zhenying He +2
Approximate Nearest Neighbor Search (ANNS) is a fundamental and critical component in many applications, including recommendation systems and large language model-based application…
PURPLE: Making a Large Language Model a Better SQL Writer
Tonghui Ren, Yuankai Fan, Zhenying He +7
Large Language Model (LLM) techniques play an increasingly important role in Natural Language to SQL (NL2SQL) translation. LLMs trained by extensive corpora have strong natural lan…
Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation
Yuankai Fan, Zhenying He, Tonghui Ren +4
The Natural Language Interface to Databases (NLIDB) empowers non-technical users with database access through intuitive natural language (NL) interactions. Advanced approaches, uti…