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ance-tele_nq_psg-encoder

OpenMatch / ance-tele_nq_psg-encoder

Run on huggingface.co
huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -1
30-day runs: -1
Model's Last Updated: March 20 2023
feature-extraction

Introduction of ance-tele_nq_psg-encoder

Model Details of ance-tele_nq_psg-encoder

This model is the passage encoder of ANCE-Tele trained on NQ, described in the EMNLP 2022 paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives" . The associated GitHub repository is available at https://github.com/OpenMatch/ANCE-Tele .

ANCE-Tele only trains with self-mined negatives (teleportation negatives) without using additional negatives (e.g., BM25, other DR systems) and eliminates the dependency on filtering strategies and distillation modules.

NQ (Test) R@5 R@20 R@20
ANCE-Tele 77.0 84.9 89.7 
@inproceedings{sun2022ancetele,
  title={Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives},
  author={Si, Sun and Chenyan, Xiong and Yue, Yu and Arnold, Overwijk and Zhiyuan, Liu and Jie, Bao},
  booktitle={Proceedings of EMNLP 2022},
  year={2022}
}

Runs of OpenMatch ance-tele_nq_psg-encoder on huggingface.co

7
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
-1
30-day runs

More Information About ance-tele_nq_psg-encoder huggingface.co Model

More ance-tele_nq_psg-encoder license Visit here:

https://choosealicense.com/licenses/mit

ance-tele_nq_psg-encoder huggingface.co

ance-tele_nq_psg-encoder huggingface.co is an AI model on huggingface.co that provides ance-tele_nq_psg-encoder's model effect (), which can be used instantly with this OpenMatch ance-tele_nq_psg-encoder model. huggingface.co supports a free trial of the ance-tele_nq_psg-encoder model, and also provides paid use of the ance-tele_nq_psg-encoder. Support call ance-tele_nq_psg-encoder model through api, including Node.js, Python, http.

ance-tele_nq_psg-encoder huggingface.co Url

https://huggingface.co/OpenMatch/ance-tele_nq_psg-encoder

OpenMatch ance-tele_nq_psg-encoder online free

ance-tele_nq_psg-encoder huggingface.co is an online trial and call api platform, which integrates ance-tele_nq_psg-encoder's modeling effects, including api services, and provides a free online trial of ance-tele_nq_psg-encoder, you can try ance-tele_nq_psg-encoder online for free by clicking the link below.

OpenMatch ance-tele_nq_psg-encoder online free url in huggingface.co:

https://huggingface.co/OpenMatch/ance-tele_nq_psg-encoder

ance-tele_nq_psg-encoder install

ance-tele_nq_psg-encoder is an open source model from GitHub that offers a free installation service, and any user can find ance-tele_nq_psg-encoder on GitHub to install. At the same time, huggingface.co provides the effect of ance-tele_nq_psg-encoder install, users can directly use ance-tele_nq_psg-encoder installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ance-tele_nq_psg-encoder install url in huggingface.co:

https://huggingface.co/OpenMatch/ance-tele_nq_psg-encoder

Url of ance-tele_nq_psg-encoder

ance-tele_nq_psg-encoder huggingface.co Url

Provider of ance-tele_nq_psg-encoder huggingface.co

OpenMatch
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