DLISC, a dual-LoRA two-stage schema-aware extraction method with incremental schema caching, reports better F1 and lower latency than three RAG baselines on two IE datasets, though the comparison lacks error bars and code.
In Proceedings of the 2023 Confer- ence on Empirical Methods in Natural Language Pro- cessing, pages 5254–5276, Singapore
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Effective and Efficient Schema-aware Information Extraction Using On-Device Large Language Models
DLISC, a dual-LoRA two-stage schema-aware extraction method with incremental schema caching, reports better F1 and lower latency than three RAG baselines on two IE datasets, though the comparison lacks error bars and code.