simcse topic

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

luozhouyang

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。

muyuuuu

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

shawroad

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

hellonlp

A TensorFlow 2 Keras implementation of SimCSE with unsupervised and supervised.

jifei

Exploring Japanese SimCSE

hppRC

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

perceptiveshawty

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.

daekeun-ml

Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.

MoleculeTransformers