2 papers
cs.CL2026
SINT-Flow: Schema Integration using Large Language Model Workflows
Keti Korini, Christian Bizer
The goal of schema integration is, given a set of input schemata or tables, to derive a global, unified schema that is able to represent the concepts, attributes, and relationships…
cs.CL2025
Evaluating Knowledge Generation and Self-Refinement Strategies for LLM-based Column Type Annotation
Keti Korini, Christian Bizer
Understanding the semantics of columns in relational tables is an important pre-processing step for indexing data lakes in order to provide rich data search. An approach to establi…