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Semantic-Textual-Similarity-Pytorch shawroad

15

161

unknown

1

experiments of some semantic matching models and comparison of experimental results.

cosent simcse consert esimcse gs-infocse sentencebert

Created 2022-02-16

46 commits to main branch, last one about a year ago

E-commerce-Search-Recall muyuuuu

11

87

unknown

2

天池阿里灵杰问天引擎电商搜索算法赛非官方 baseline，又名 NLP 从入门到 22/2771。

nsp dssm keras unilm cosent simcse pytorch simbertv2 tensorflow huggingface

Created 2022-03-09

10 commits to main branch, last one 2 years ago

transformers-keras luozhouyang

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75

apache-2.0

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Transformer-based models implemented in tensorflow 2.x(using keras).

ner bert albert simcse tensorflow-keras sequence-labeling question-answering text-classification token-classification masked-language-models sequence-classification

Created 2019-05-06

338 commits to master branch, last one 3 years ago

sentence-similarity hellonlp

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73

unknown

2

文本相似度，语义向量，文本向量，text-similarity，similarity, sentence-similarity，BERT，SimCSE，BERT-Whitening，Sentence-BERT, PromCSE, SBERT

bert sbert simcse promcse whitening similarity sentence-bert bert-embeddings text-similarity sentence-embeddings sentence-similarity

Created 2022-11-18

115 commits to main branch, last one 2 months ago

simple-simcse-ja hppRC

4

67

unknown

2

Exploring Japanese SimCSE

simcse pytorch japanese transformers sentence-embeddings sentence-transformers

Created 2022-11-11

23 commits to main branch, last one about a year ago

RankCSE perceptiveshawty

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47

mit

6

Implementation of "RankCSE: Unsupervised Sentence Representation Learning via Learning to Rank" (ACL 2023)

nlp simcse sentence-embeddings contrastive-learning sentence-representations

Created 2022-12-20

16 commits to master branch, last one about a year ago