negative-sampling

There are 54 repositories under negative-sampling topic.

  • finetuner

    jina-ai/finetuner

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

    Language:Python1.5k2925270

  • smilelight/lightNLP

    基于Pytorch和torchtext的自然语言处理深度学习框架。

    Language:Python8343014211

  • RUCAIBox/Negative-Sampling-Paper

    This repository collects 100 papers related to negative sampling methods.

    1985020

  • Andras7/word2vec-pytorch

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

    Language:Python1872954

  • xiangwang1223/kgpolicy

    Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

    Language:Python1375437

  • microsoft/SimXNS

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

    Language:Python11461211

  • huangtinglin/MixGCF

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

    Language:Python9811626

  • otto-de/TRON

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

    Language:Python71524

  • DSXiangLi/Embedding

    Embedding模型代码和学习笔记总结

    Language:Python42213

  • bhushank/kge-rl

    Implements various negative sampling techniques for learning knowledge graph embeddings

    Language:Python39418

  • zjukg/AdaMF-MAT

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

    Language:Python353125

  • juyongjiang/Awesome-ANCE

    Implementation of paper "Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval"

    Language:Python16100

  • nicolas-hbt/semantic-lossfunc

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

    Language:Python16233

  • ddehueck/skip-gram-negative-sampling

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

    Language:Python15103

  • AsmirMumin/Retail-Coupon-Recommendation-for-Revenue-Optimization

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

    Language:Jupyter Notebook11415

  • ddehueck/jax-skip-gram-negative-sampling

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

    Language:Python9221

  • rodosingh/Intro-NLP-IIITH

    Course Materials (along with assignments) for Intro to NLP, done as a part for requirement of the course "Introduction to NLP" (course-code: CS7.401.S22) @ IIITH. Note: If you are cloning this or taking help of this repo, try to star the repo.

    Language:Jupyter Notebook9111

  • jeongwhanchoi/SCONE

    "SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation", WSDM 2025

    Language:Python8111

  • mhw32/contrastive-ring-public

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

    Language:Python8112

  • hanxiao0607/InterpretableSAD

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

    Language:Python7110

  • XuHwang/CoRR_www

    Cooperation of Retriever and Ranker Framework.

    Language:Python7101

  • zjukg/MANS

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

    Language:Python7323

  • jongwonJeong/FPAdaMetric

    published at AAAI 2022

    6120

  • AnFrBo/coupon_optimization

    Maximizing Revenue with Individualized Coupon Optimization Using Tree-Based Models

    Language:Jupyter Notebook5101

  • Huixxi/NLP_Word2Vec

    Word2Vec sikp-gram model with negative sampling implementation with python3

    Language:Python5110

  • amzn/informative-diverse-hard-negative-sampling

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

    Language:Python3201

  • ichise-laboratory/tuckerdncaching

    We extend the idea of reducing false negatives by adopting a Tucker decomposition representation to enhance the semantic soundness of latent relations among entities by introducing a relation feature space.

    Language:Python3110

  • JunhoKim94/word2vecC

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

    Language:C++3100

  • RottenFruits/gdp

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

    Language:Python3201

  • xieh97/contrastive-negative-sampling

    Source code for negative sampling for contrastive audio-text retrieval (ICASSP 2023)

    Language:Python3100

  • farneet24/CONTRAST

    CONTRAST, a novel architecture designed to enhance session-based recommendation by incorporating memory-efficient sparse operations, attention guided graph convolution, and contrastive learning techniques.

    Language:Jupyter Notebook2

  • USTCLLM/GeoSAN

    Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)

    Language:Python2030

  • Xzaohui/chemical_ner

    北京大数据技能大赛

    Language:Python2101

  • ZubinGou/SGNS-PyTorch

    SkipGram NegativeSampling implemented in PyTorch.

    Language:Python2101

  • Faizan-E-Mustafa/GNN_EACL_Workshop

    Link Prediction using GNN

    Language:Python1100

  • wenhaofang/Word2vec

    Some demo word2vec models implemented with pytorch, including Continuous-Bag-Of-Words / Skip-Gram with Hierarchical-Softmax / Negative-Sampling.

    Language:Python1101