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GPL for sentence embedding tasks? #22

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hanshupe opened this issue Sep 20, 2022 · 4 comments
Open

GPL for sentence embedding tasks? #22

hanshupe opened this issue Sep 20, 2022 · 4 comments

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@hanshupe
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In the provided examples GPL us used for semantic search tasks: given a query, relevant results should be retrieved. Is it also the recommended approach to get meaningful embeddings / bi-encoders, or is it better to use TSDAE?

@rbbby
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rbbby commented Nov 15, 2022

I was wondering the same thing, any update on this?
Intuitively it should work, but it is unclear how it compares to solely using TSDAE or using a both methods.

@artmatsak
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I'm curious about this, too. We'd like to do domain adaptation for all-mpnet-base-v2.

@gabriead
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Any update on this?

@rbbby
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rbbby commented Jan 19, 2023

I went for TSDAE with finetuning on nli and sts corpora (there are scripts on the sentence transformer github that you can use). Seems to have worked great!

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4 participants