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--- |
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library_name: transformers |
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tags: [] |
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--- |
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# UniHGKR-7B-pretrained |
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This is a large language model based retriever for heterogeneous knowledge retrieval, trained from [LLARA](https://github.com/FlagOpen/FlagEmbedding/tree/master/FlagEmbedding/LLARA). |
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The model was trained after Stages 1 and 2. It needs to be fine-tuned before being used for an information retrieval task. |
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Our paper: [UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers](https://arxiv.org/abs/2410.20163). |
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Please see github repository [UniHGKR](https://github.com/ZhishanQ/UniHGKR/tree/main/code_for_UniHGKR_base) to know how to use this model. |
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## Citation |
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If you find this resource useful in your research, please consider giving a like and citation. |
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``` |
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@article{min2024unihgkr, |
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title={UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers}, |
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author={Min, Dehai and Xu, Zhiyang and Qi, Guilin and Huang, Lifu and You, Chenyu}, |
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journal={arXiv preprint arXiv:2410.20163}, |
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year={2024} |
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} |
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``` |
