SMADE-IE introduces an adaptive mode selector and Toulmin-style evidence-driven debate to outperform prior zero-shot IE methods on NER, RE, and JERE tasks while reducing token use.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
SMADE-IE: Sparse Multi-Agent Framework with Evidence-Driven Debate for Zero-Shot Information Extraction
SMADE-IE introduces an adaptive mode selector and Toulmin-style evidence-driven debate to outperform prior zero-shot IE methods on NER, RE, and JERE tasks while reducing token use.