Popular GitHub Repositories for Negative Sampling

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.

⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.

Embedding模型代码和学习笔记总结

[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion

Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction

A PyTorch Implementation of the Skipgram Negative Sampling Word2Vec Model as Described in Mikolov et al.

A Jax implementation of word2vec's skip-gram model with negative sampling as described in Mikolov et al., 2013

This Machine Learning project deals with Coupon Recommendations based on Revenue Uplift

PyTorch implementation for " Conditional Negative Sampling for Contrastive Learning of Visual Representations" (https://arxiv.org/abs/2010.02037).

[Paper][IJCNN2023] Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding

InterpretableSAD: Interpretable Anomaly Detection in Sequential Log Data (BigData 2021)

gdp is generating distributed representation code sets written by pytorch. This code sets is including skip gram and cbow.

C/C++ code for word2vec and n-gram Subword model

Experimental code for our paper on informative and diverse sampling of negative examples for dense retrieval

SkipGram NegativeSampling implemented in PyTorch.