A synthetic table-to-text pipeline that generates and validates key-value extraction benchmarks, revealing that LLM-generated reports keep numerical facts intact but are poorly machine-extractable.
Title resolution pending
1 Pith paper cite this work, alongside 50 external citations. Polarity classification is still indexing.
1
Pith paper citing it
50
external citations · OpenAlex
citation-role summary
background 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
StructText: A Synthetic Table-to-Text Approach for Benchmark Generation with Multi-Dimensional Evaluation
A synthetic table-to-text pipeline that generates and validates key-value extraction benchmarks, revealing that LLM-generated reports keep numerical facts intact but are poorly machine-extractable.