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Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks, Reimers+, UKP-TUDA, EMNLP'19 #462

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AkihikoWatanabe opened this issue Jul 29, 2022 · 1 comment
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Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks, Reimers+, UKP-TUDA, EMNLP'19 #462

AkihikoWatanabe opened this issue Jul 29, 2022 · 1 comment
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AkihikoWatanabe commented Jul 29, 2022 •
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https://arxiv.org/abs/1908.10084
https://www.sbert.net/
@AkihikoWatanabe AkihikoWatanabe changed the title Sentence-Transformers Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks, Reimers+, UKP-TUDA, EMNLP'19 Jul 29, 2022
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AkihikoWatanabe commented Jul 29, 2022 •
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BERTでトークンをembeddingし、mean poolingすることで生成される文ベクトルを、Siamese Networkを使い距離学習（finetune）させたモデル。
image

文/文章のベクトルを事前学習済みのモデルを使って簡単に求められる。
モデルの一覧は下記：https://www.sbert.net/docs/pretrained_models.html

@AkihikoWatanabe AkihikoWatanabe mentioned this issue Jul 27, 2023
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