DeSQ: Decomposition-based SPARQL Query Generation

In three linesDeSQ decomposes complex questions into atomic constraints to generate SPARQL queries. The framework operates in three stages: decomposition, generation of SPARQL fragments with placeholders, and final assembly. Outperforms state-of-the-art on 4/5 major benchmarks with improved robustness to lexical variation.

Summary generated by Claude — human-verified