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dpr-xlmr-large-mtt-neuclir
eugene-yang/dpr-xlmr-large-mtt-neuclir
dpr-xlmr-large-mtt-neuclir is a feature extraction model from eugene-yang. Use it when you need embeddings to search or compare text. It is set up for transformers. The card lists the license as mit.
DPR model trained for NeuCLIR with MTT with MS-MARCO English queries and translated documents in Chinese, Persian, and Russian. Translation can be found in neuMARCO on ir-datasets.
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Sep 12, 2023
- Updated
- Sep 12, 2023
- SHA
- 12b66e4e
Model card
From the Hugging Face model README
DPR model trained for NeuCLIR with MTT with MS-MARCO English queries and translated documents in Chinese, Persian, and Russian.
Translation can be found in neuMARCO on ir-datasets.
Please cite the following paper if you use this model
@inproceedings{ecir2023mlir,
title = {Neural Approaches to Multilingual Information Retrieval},
author = {Dawn Lawrie and Eugene Yang and Douglas W Oard and James Mayfield},
booktitle = {Proceedings of the 45th European Conference on Information Retrieval (ECIR)},
year = {2023},
url = {https://arxiv.org/abs/2209.01335}
}
- Task
- Feature Extraction
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Sep 12, 2023
- Updated
- Sep 12, 2023