Update home authored by Kaplan Aaron's avatar Kaplan Aaron
Introduction to EBU's PEACH Recommendation Ecosystem:\
https://media.ccc.de/v/ecb2022-48949-peach-personalisation-and-recommendation-ecosystem
Helpful tools Recommended by EBU:
**USE - Universal Sentence Encoder** \
[https://github.com/MartinoMensio/spacy-universal-sentence-encoder \
](https://github.com/MartinoMensio/spacy-universal-sentence-encoder)[https://pypi.org/project/spacy-universal-sentence-enc](https://pypi.org/project/spacy-universal-sentence-encoder/)[oder/ \
](https://github.com/MartinoMensio/spacy-universal-sentence-encoder)https://huggingface.co/Dimitre/universal-sentence-encoder
Using USE for multilinguality search: for https://arxiv.org/pdf/1907.04307.pdf
**LaBSE - language agnostic BERT Sentence Embedding** \
[https://github.com/bojone/labse ](https://github.com/bojone/labse)\
https://towardsdatascience.com/labse-language-agnostic-bert-sentence-embedding-by-google-ai-531f677d775f
**Milvus - Vector based similarity search** \
https://milvus.io
Using Milvus for recommender systems: https://milvus.io/docs/recommendation_system.md
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Introduction to EBU's PEACH Recommendation Ecosystem:\
https://media.ccc.de/v/ecb2022-48949-peach-personalisation-and-recommendation-ecosystem
Helpful tools Recommended by EBU:
**USE - Universal Sentence Encoder** \
[https://github.com/MartinoMensio/spacy-universal-sentence-encoder \
](https://github.com/MartinoMensio/spacy-universal-sentence-encoder)[https://pypi.org/project/spacy-universal-sentence-enc](https://pypi.org/project/spacy-universal-sentence-encoder/)[oder/ \
](https://github.com/MartinoMensio/spacy-universal-sentence-encoder)https://huggingface.co/Dimitre/universal-sentence-encoder
Using USE for multilinguality search: for https://arxiv.org/pdf/1907.04307.pdf
**LaBSE - language agnostic BERT Sentence Embedding** \
[https://github.com/bojone/labse ](https://github.com/bojone/labse)\
https://towardsdatascience.com/labse-language-agnostic-bert-sentence-embedding-by-google-ai-531f677d775f
**Milvus - Vector based similarity search** \
https://milvus.io
Using Milvus for recommender systems: https://milvus.io/docs/recommendation_system.md
# Benchmarking
## Machine Translation (MT) benchmarks
* METEOR: https://machinetranslate.org/meteor
* BLEU: https://machinetranslate.org/bleu
* COMET: https://machinetranslate.org/comet
## General MT APIs
* https://machinetranslate.org/apis
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