negative-sampling topic

List negative-sampling repositories

finetuner

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

lightNLP

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基于Pytorch和torchtext的自然语言处理深度学习框架。

word2vec-pytorch

173
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Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling

kgpolicy

132
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Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

MixGCF

90
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MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

Negative-Sampling-Paper

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This repository collects 100 papers related to negative sampling methods.

SANS

28
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PyTorch implementation of Structure Aware Negative Sampling in Knowledge Graphs

Embedding

36
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Embedding模型代码和学习笔记总结

SimXNS

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

TRON

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