Popular GitHub Repositories for Simcse

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

Exploring Japanese SimCSE

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

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

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

A Keras-based and TensorFlow-backend NLP Models Toolkit.

Reinforcement Calibration SimCSE, combining contrastive learning, artificial potential fields, perceptual loss, and RLHF to achieve improved Semantic Textual Similarity (STS) embeddings. PyTorch-based implementations of PerceptualBERT and ForceBasedInfoNCE, along with fine-tuning capabilities via RLHF and evaluation using SentEval.

CRLT: A Unified Contrastive Learning Toolkit for Unsupervised Text Representation Learning

Sentence Embeddings using Deep Nerual Networks in PRODUCTION!

Domain adaption for an embedding model using unsupervised and supervised finetuning on scientific texts for the SciFact retrieval task.