Sentence Transformers

university

• https://github.com/UKPLab/sentence-transformers

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Research interests

In the following you find models tuned to be used for sentence / text embedding generation. The output of the transformers models must be pooled to generate a fixed-sized representation. If not otherwise specified, the models are tuned with mean pooling. See https://github.com/UKPLab/sentence-transformers for details.

Team members 1

Models 37

sentence-transformers/LaBSE

Updated on 12/11/20 • 130

sentence-transformers/bert-base-nli-cls-token

Updated on 12/11/20 • 691

sentence-transformers/bert-base-nli-max-tokens

Updated on 12/11/20 • 10

sentence-transformers/bert-base-nli-mean-tokens

Updated on 12/11/20 • 2,753

sentence-transformers/bert-base-nli-stsb-mean-tokens

Updated on 07/10/20 • 542

sentence-transformers/bert-large-nli-cls-token

Updated on 07/10/20

sentence-transformers/bert-large-nli-max-tokens

Updated on 07/10/20

sentence-transformers/bert-large-nli-mean-tokens

Updated on 07/10/20 • 299

sentence-transformers/ce-distilroberta-base-quora

Text Classification

• Updated on 11/11/20 • 5

sentence-transformers/ce-distilroberta-base-stsb

Text Classification

• Updated on 10/12/20 • 162

sentence-transformers/ce-ms-marco-TinyBERT-L-2

Text Classification

• Updated on 11/24/20 • 72

sentence-transformers/ce-ms-marco-TinyBERT-L-4

Text Classification

• Updated on 11/24/20 • 3

sentence-transformers/ce-ms-marco-TinyBERT-L-6

Text Classification

• Updated on 11/24/20 • 1,167

sentence-transformers/ce-ms-marco-electra-base

Text Classification

• Updated on 11/24/20 • 203

sentence-transformers/ce-roberta-base-quora

Text Classification

• Updated on 11/11/20 • 5

sentence-transformers/ce-roberta-base-stsb

Text Classification

• Updated on 10/12/20 • 69

sentence-transformers/ce-roberta-large-quora

Text Classification

• Updated on 11/11/20 • 5

sentence-transformers/ce-roberta-large-stsb

Text Classification

• Updated on 10/12/20 • 52

sentence-transformers/distilbert-base-nli-stsb-mean-tokens

Updated on 08/31/20 • 123k

sentence-transformers/distilbert-base-nli-stsb-quora-ranking

Updated on 08/06/20 • 3

sentence-transformers/distilbert-multilingual-nli-stsb-quora-ranking

Updated on 08/28/20 • 1,675

sentence-transformers/msmarco-distilbert-base-v2

Updated on 01/11/21

sentence-transformers/msmarco-distilroberta-base-v2

Updated on 01/11/21 • 3

sentence-transformers/msmarco-roberta-base-v2

Updated on 01/11/21 • 1

sentence-transformers/nli-roberta-large

Updated on 01/11/21 • 1

sentence-transformers/paraphrase-distilroberta-base-v1

Updated on 01/11/21 • 1

sentence-transformers/paraphrase-xlm-r-multilingual-v1

Updated on 01/11/21

sentence-transformers/quora-distilbert-base

Updated on 01/12/21

sentence-transformers/quora-distilbert-multilingual

Updated on 01/12/21

sentence-transformers/roberta-base-nli-stsb-mean-tokens

Updated on 08/06/20 • 6,441

sentence-transformers/roberta-large-nli-stsb-mean-tokens

Updated on 08/06/20 • 730

sentence-transformers/stsb-bert-large

Updated on 01/11/21

sentence-transformers/stsb-distilbert-base

Updated on 01/11/21 • 2

sentence-transformers/stsb-roberta-large

Updated on 01/11/21 • 3

sentence-transformers/stsb-xlm-r-multilingual

Updated on 01/12/21 • 1

sentence-transformers/xlm-r-100langs-bert-base-nli-mean-tokens

Updated on 08/28/20 • 11

sentence-transformers/xlm-r-100langs-bert-base-nli-stsb-mean-tokens

Updated on 08/28/20 • 26