Object Aligner provides a schema-configurable deterministic similarity metric for JSON objects and graphs using tree alignment and Weisfeiler-Leman referential alignment, applied as a reward in LLM prompt optimization.
STRuCT-LLM: Unifying tabular and graph reasoning with reinforcement learning for semantic parsing,
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Object Aligner: A Configurable JSON Schema Similarity Score for Graphs, Applied to LLM Prompt Optimization
Object Aligner provides a schema-configurable deterministic similarity metric for JSON objects and graphs using tree alignment and Weisfeiler-Leman referential alignment, applied as a reward in LLM prompt optimization.