Datasets:

PM-AI
/

germandpr-beir

Tasks:

Sentence Similarity

Feature Extraction

Sub-tasks:

document-retrieval

closed-domain-qa

Languages:

Multilinguality:

Size Categories:

ArXiv:

Tags:

information retrieval

documents retrieval

passage retrieval

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PM-AI commited on Nov 26, 2022

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 ## Dataset Summary
-This database has been used to evaluate a newly trained [bi-encoder model](https://huggingface.co/PM-AI/bi-encoder_msmarco_bert-base_german) via [BEIR framework](https://github.com/beir-cellar/beir).
 The benchmark framework requires a particular dataset structure by default which has been created locally and uploaded here.
-Acknowledgement: The dataset was initially created as "[deepset/germanDPR](https://www.deepset.ai/germanquad)" by Timo Möller, Julian Risch, Malte Pietsch, Julian Gutsch, Tom Hersperger, Luise Köhler, Iuliia Mozhina, and Justus Peter, during work done at deepset.ai.
 ### Dataset Creation
 First, the original dataset [deepset/germanDPR](https://huggingface.co/datasets/deepset/germandpr) was converted into three files for BEIR compatibility:

 ## Dataset Summary
+This dataset can be used for [BEIR](https://arxiv.org/abs/2104.08663) evaluation based on [deepset/germanDPR](https://huggingface.co/datasets/deepset/germandpr).
+It already has been used to evaluate a newly trained [bi-encoder model](https://huggingface.co/PM-AI/bi-encoder_msmarco_bert-base_german).
 The benchmark framework requires a particular dataset structure by default which has been created locally and uploaded here.
+Acknowledgement: The dataset was initially created as "[germanDPR](https://www.deepset.ai/germanquad)" by Timo Möller, Julian Risch, Malte Pietsch, Julian Gutsch, Tom Hersperger, Luise Köhler, Iuliia Mozhina, and Justus Peter, during work done at deepset.ai.
 ### Dataset Creation
 First, the original dataset [deepset/germanDPR](https://huggingface.co/datasets/deepset/germandpr) was converted into three files for BEIR compatibility: