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library_name: transformers |
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tags: [] |
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# Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction |
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## Summary |
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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. |
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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. |
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- 📖 Paper: [Translation and Fusion Improves Zero-shot Cross-lingual Information Extraction](https://arxiv.org/abs/2305.13582) |
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- 🤗 Model: [GoLLIE-7B-TF](https://huggingface.co/ychenNLP/GoLLIE-7B-TF) |
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- 🚀 Example Jupyter Notebooks: [GoLLIE-TF Notebooks](notebooks/tf.ipynb) |
