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abhijithneilabraham avatar abhijithneilabraham commented on May 18, 2024

Multilingual seems like a good suggestion.You need to have is the QA model and clf.py classifier to be available for multilinguals. Also, the tokenization,lemmatisation, etc are done mainly for english, probably might need to change everything for that too. So my best guess is we can adapt to languages like german, french, etc which follows similar structure to english and also could follow similar rules for the lemmatisation, tokenisation etc.

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svjack avatar svjack commented on May 18, 2024

Multilingual seems like a good suggestion.You need to have is the QA model and clf.py classifier to be available for multilinguals. Also, the tokenization,lemmatisation, etc are done mainly for english, probably might need to change everything for that too. So my best guess is we can adapt to languages like german, french, etc which follows similar structure to english and also could follow similar rules for the lemmatisation, tokenisation etc.

I had try EasyNMT
https://github.com/UKPLab/EasyNMT
opus-mt model to transform your wikidata.csv to other languages,
It seems that the translations are well formatted in intuition.

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abhijithneilabraham avatar abhijithneilabraham commented on May 18, 2024

That's okay for wikidata.csv, but what about the QA models?

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svjack avatar svjack commented on May 18, 2024

That's okay for wikidata.csv, but what about the QA models?

https://huggingface.co/deepset/xlm-roberta-large-squad2

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abhijithneilabraham avatar abhijithneilabraham commented on May 18, 2024

Interesting. Let's give this a shot, would you be able to contribute while we're at this task? It would also be good to have some fluency in the respective language as well.

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svjack avatar svjack commented on May 18, 2024

i will try to adapt it to chinese firstly.

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abhijithneilabraham avatar abhijithneilabraham commented on May 18, 2024

Cool. Feel free to ask questions on the go.
Also, the multilingual should be optional, as you already know. Like, agent.query_db(lang="chinese") likewise.

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