20 citations · 43 across the 7 of their papers we have counts for
7 papers
ORANGE: An Online Reflection ANd GEneration framework with Domain Knowledge for Text-to-SQL
Yiwen Jiao, Tonghui Ren, Yuche Gao +4
Large Language Models (LLMs) have demonstrated remarkable progress in translating natural language to SQL, but a significant semantic gap persists between their general knowledge a…
Survey of Filtered Approximate Nearest Neighbor Search over the Vector-Scalar Hybrid Data
Yanjun Lin, Kai Zhang, Zhenying He +2
Filtered approximate nearest neighbor search (FANNS), an extension of approximate nearest neighbor search (ANNS) that incorporates scalar filters, has been widely applied to constr…
HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks
Xuqi Mao, Zhenyi Chen, Zhenying He +3
Numerous real-world information networks form Heterogeneous Information Networks (HINs) with diverse objects and relations represented as nodes and edges in heterogeneous graphs. S…
CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data
Rui Ma, Kai Zhang, Zhenying He +3
Querying both structured and unstructured data has become a new paradigm in data analytics and recommendation. With unstructured data, such as text and videos, are converted to hig…
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…