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@@ -163,4 +163,18 @@ embedded_query = ckpt.queryFromText(["Who dubs Howl's in English?"], bsize=16)
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  | **FEVER** | **90.96** | 78.5 |
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  | **QuoraRetrieval** | **87.72** | 85.2 |
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  | **SCIDOCS** | **18.42** | 15.4 |
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- | **SciFact** | **74.77** | 69.3 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  | **FEVER** | **90.96** | 78.5 |
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  | **QuoraRetrieval** | **87.72** | 85.2 |
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  | **SCIDOCS** | **18.42** | 15.4 |
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+ | **SciFact** | **74.77** | 69.3 |
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+
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+
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+ ## Referencing
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+
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+ We'll most likely eventually release a technical report. In the meantime, if you use this model or other models following the JaColBERTv2.5 recipe and would like to give us credit, please cite the JaColBERTv2.5 journal pre-print:
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+
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+ ```
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+ @article{clavie2024jacolbertv2,
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+ title={JaColBERTv2.5: Optimising Multi-Vector Retrievers to Create State-of-the-Art Japanese Retrievers with Constrained Resources},
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+ author={Clavi{\'e}, Benjamin},
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+ journal={arXiv preprint arXiv:2407.20750},
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+ year={2024}
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+ }
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+ ```