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eugene-yang/dpr-xlm-align-C3-zhen
dpr-xlm-align-C3-zhen 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 from XLM-Align with C3 pretraining and retrieval finetuned on MSMARCO.
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From the Hugging Face model README
DPR Model trained from XLM-Align with C3 pretraining and retrieval finetuned on MSMARCO.
This model is meant to serve English queries and Chinese documents.
Please consider citing the following paper:
@inproceedings{sigir2022c3,
author = {Eugene Yang and Suraj Nair and Ramraj Chandradevan and Rebecca Iglesias-Flores and Douglas W. Oard},
title = {C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval},
booktitle = {Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (Short Paper)},
year = {2022},
url = {https://arxiv.org/abs/2204.11989}
}