simcse

There are 1 repository under simcse topic.

shawroad / Semantic-Textual-Similarity-Pytorch
experiments of some semantic matching models and comparison of experimental results.
sentencebert simcse cosent gs-infocse esimcse consert
Language:Python 151
muyuuuu / E-commerce-Search-Recall
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。
huggingface cosent dssm simcse pytorch tensorflow keras nsp unilm simbertv2
Language:Python 80
luozhouyang / transformers-keras
Transformer-based models implemented in tensorflow 2.x(using keras).
bert albert question-answering sequence-classification simcse token-classification ner sequence-labeling text-classification tensorflow-keras masked-language-models
Language:Python 74
hppRC / simple-simcse-ja
Exploring Japanese SimCSE
pytorch simcse japanese sentence-embeddings sentence-transformers transformers
Language:Python 52
hellonlp / sentence-similarity
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-embeddings similarity text-similarity bert sentence-embeddings sentence-similarity simcse sentence-bert whitening sbert promcse
Language:Python 47
perceptiveshawty / RankCSE
Implementation of "RankCSE: Unsupervised Sentence Representation Learning via Learning to Rank" (ACL 2023)
contrastive-learning sentence-embeddings sentence-representations simcse nlp
Language:Python 44
daekeun-ml / KoSimCSE-SageMaker
This is a hands-on for ML beginners to perform SimCSE step-by-step. Implemented both supervised SimCSE and unsupervisied SimCSE, and distributed training is possible with Amazon SageMaker.
kosimcse sagemaker simcse
Language:Jupyter Notebook 21
jifei / simcse-tf2
A TensorFlow 2 Keras implementation of SimCSE with unsupervised and supervised.
simcse sentence-embeddings tensorflow tf2 chinese bert
Language:Python 17
MoleculeTransformers / smiles-featurizers
Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.
embeddings pytorch smiles bert sentence-embeddings sentence-transformers simcse bart fingerprints bart-decoder bart-encoder dense-vectors moleculenet virtual-screening virtual-screening-studies
Language:Python 14
langml
4AI / langml
A Keras-based and TensorFlow-backend NLP Models Toolkit.
bert pretrained-language-models keras tensorflow nlp text-classification named-entity-recognition ner prompt prompt-learning prompt-toolkit contrastive-learning simcse sentence-bert crf attentions
Language:Python 11
Lollipop / CRLT
CRLT: A Unified Contrastive Learning Toolkit for Unsupervised Text Representation Learning
unsupervised-learning pytorch contrastive-learning sentence-embedding simcse data-augmentation
Language:Python 8
luozhouyang / DeepSE
Sentence Embeddings using Deep Nerual Networks in PRODUCTION!
bert keras sentence-embeddings simcse
Language:Python 8
naivenlp / rapidnlp-datasets
Data pipelines for both TensorFlow and PyTorch!
dataset-loader sequence-classification token-classification tensorflow keras masked-language-models simcse question-answering pytorch
Language:Python 1

simcse

shawroad / Semantic-Textual-Similarity-Pytorch

muyuuuu / E-commerce-Search-Recall

luozhouyang / transformers-keras

hppRC / simple-simcse-ja

hellonlp / sentence-similarity

perceptiveshawty / RankCSE

daekeun-ml / KoSimCSE-SageMaker

jifei / simcse-tf2

MoleculeTransformers / smiles-featurizers

4AI / langml

Lollipop / CRLT

luozhouyang / DeepSE

naivenlp / rapidnlp-datasets