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Integrate Neural Search models into Pipelines #3172

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merged 7 commits into from
Sep 5, 2022

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w5688414
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@w5688414 w5688414 commented Sep 1, 2022

PR types

  • New features

PR changes

  • APIs

Description

  • Integrate Neural Search models into Pipelines
策略 模型 Recall@1 Recall@5 Recall@10 Recall@20 Recall@50
In-batch Negatives ernie 1.0 51.301 65.309 69.878 73.996 78.881
In-batch Negatives rocketqa-zh-base-query-encoder 59.622 75.089 79.668 83.404 87.773
策略 模型 Recall@1 Recall@5 Recall@10 Recall@20 Recall@50
SimCSE ernie 1.0 42.374 57.505 62.641 67.09 72.331
SimCSE rocketqa-zh-base-query-encoder 50.108 64.005 68.288 72.306 77.306

@w5688414 w5688414 self-assigned this Sep 1, 2022
@w5688414 w5688414 added pipelines enhancement New feature or request labels Sep 1, 2022
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LGTM

@w5688414 w5688414 merged commit 47a2ea5 into PaddlePaddle:develop Sep 5, 2022
@w5688414 w5688414 deleted the ns5 branch June 7, 2023 09:26
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2 participants