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# Cross-lingual Product Matching using Transformers | ||
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# Project Goal | ||
**Can matching knowledge be transferred between languages?** | ||
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- Can we augment performance on languages with small amounts of training data by adding data from more readily available languages (English)? (E.g. Fine-tune model for the task using english data **/** Further fine-tune using few examples of target language (few-shot learning)) | ||
- Can we achieve good performance without any data from the target language? (Zero-shot performance) | ||
- If it works well, how can we explain it? | ||
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# Setup | ||
**Use this Repository** | ||
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*Before installing, make sure to have [Microsoft Build Tools for C++](https://visualstudio.microsoft.com/de/visual-cpp-build-tools/) installed for fastText* | ||
````bash | ||
cd path/to/repo | ||
conda env create -f environment.yml | ||
conda activate team_project | ||
```` | ||
**Colab** | ||
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- To use GitHub-Repos in Colab, when opening new notebooks, you have to -> check the box for "include private repositories" ("private Repositories einschließen" in German). Then, Colab has to be given the necessary access rights to one's GitHub-Account (via a popup). | ||
- To push changes: in a notebook -> Datei -> "Kopie in GitHub speichern" -> write useful commit message. | ||
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**Data** | ||
- Datasets can be downloaded from |