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@@ -11,20 +11,12 @@ This dataset has been built from the Syntec Collective bargaining agreement. Its
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  ## Dataset Details
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- The dataset is split into 2 subsets :
 
 
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  - **queries** : it features 100 manually created questions. Each question is mapped to the article that contains the answer.
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  - **documents** : corresponds to the 90 articles from the collective bargaining
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- ### Dataset Description
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- The collective bargaining agreement is applicable to employees of Technical Design Offices, Consulting Engineering Firms and Consulting Companies.
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- The dataset contains 100 questions, each having their answer in 1 of the 90 articles of the documents. The dataset was manually annotated. It's small size allows for quick prototyping.
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- - **Curated by:** Wikit AI (https://www.wikit.ai/)
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- - **Language(s) (NLP):** French
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- - **License:** [More Information Needed]
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-
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  ### Usage
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  ```py
@@ -37,6 +29,16 @@ corpus_raw = datasets.load_dataset("lyon-nlp/mteb-fr-retrieval-syntec-s2p", "doc
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  queries_raw = datasets.load_dataset("lyon-nlp/mteb-fr-retrieval-syntec-s2p", "queries")
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  ```
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  ### Dataset Sources
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  https://www.syntec.fr/
 
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  ## Dataset Details
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+ The dataset is rather small. It is intended to be used only as a test set, for fast evaluation of models.
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+
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+ It is split into 2 subsets :
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  - **queries** : it features 100 manually created questions. Each question is mapped to the article that contains the answer.
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  - **documents** : corresponds to the 90 articles from the collective bargaining
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  ### Usage
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  ```py
 
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  queries_raw = datasets.load_dataset("lyon-nlp/mteb-fr-retrieval-syntec-s2p", "queries")
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  ```
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+ ### Dataset Description
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+
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+ The collective bargaining agreement is applicable to employees of Technical Design Offices, Consulting Engineering Firms and Consulting Companies.
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+
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+ The dataset contains 100 questions, each having their answer in 1 of the 90 articles of the documents. The dataset was manually annotated. It's small size allows for quick prototyping.
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+ - **Curated by:** Wikit AI (https://www.wikit.ai/)
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+ - **Language(s) (NLP):** French
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+ - **License:** [More Information Needed]
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+
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  ### Dataset Sources
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  https://www.syntec.fr/