metadata
library_name: transformers
tags: []
Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction
Summary
We propose TransFusion, a framework in which models are fine-tuned to use English translations of low-resource language data, enabling more precise predictions through annotation fusion. Based on TransFusion, we introduce GoLLIE-TF, a cross-lingual instruction-tuned LLM for IE tasks, designed to close the performance gap between high and low-resource languages.
- 📖 Paper: Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction
- 🤗 Model: GoLLIE-7B-TF
- 🚀 Example Jupyter Notebooks: GoLLIE-TF Notebooks