LLM-based variable extraction outperforms rule-based methods on a new 22-paper benchmark, with best F1 around 0.53 to 0.64, but all systems remain far from solved.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.IR 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Variable Extraction for Model Recovery in Scientific Literature
LLM-based variable extraction outperforms rule-based methods on a new 22-paper benchmark, with best F1 around 0.53 to 0.64, but all systems remain far from solved.