Sahil Soni

TreeBench-Audit: Failure-Driven Validation of Machine-Generated Hierarchical QA Benchmarks

TreeBench-Audit is a failure-driven audit of a machine-generated hierarchical question-answering benchmark built from U.S. federal regulatory text. The study treats benchmark construction as an executable pipeline in which source parsing, question generation, answer construction,...

TreeBench-Audit: Failure-Driven Validation of Machine-Generated Hierarchical QA Benchmarks

TreeBench-Audit is a failure-driven audit of a machine-generated hierarchical question-answering benchmark built from U.S. federal regulatory text. The study treats benchmark construction as an executable pipeline in which source parsing, question generation, answer construction,...