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)

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

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

SkipGram NegativeSampling implemented in PyTorch.