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negative-sampling

Here are 48 public repositories matching this topic...

finetuner

jina-ai / finetuner

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

metric-learning transfer-learning pretrained-models bert triplet-loss siamese-network fine-tuning finetuning few-shot-learning negative-sampling similarity-learning neural-search jina openai-clip

Updated Mar 11, 2024
Python

smilelight / lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Updated Dec 14, 2020
Python

RUCAIBox / Negative-Sampling-Paper

This repository collects 100 papers related to negative sampling methods.

computer-vision paper recommender-system papers negative-sampling contrastive-learning

Updated Jun 25, 2023

Andras7 / word2vec-pytorch

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

word2vec pytorch skipgram wordembeddings sub-sampling negative-sampling cosine-annealing

Updated Jan 21, 2021
Python

xiangwang1223 / kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

reinforcement-learning knowledge-graph reinforcement-learning-algorithms recommender-system negative-sampling knowledge-based-recommendation knowledge-aware-recommendation explainable-recommendation knowledge-graph-dataset knowledge-graph-for-recommendation www2020

Updated Jul 6, 2023
Python

microsoft / SimXNS

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

natural-language-processing information-retrieval knowledge-distillation negative-sampling dense-retrieval pretraining-for-ir decision-time-planning

Updated Jan 9, 2024
Python

huangtinglin / MixGCF

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

information-retrieval pytorch recommender-system network-embedding negative-sampling graph-neural-network

Updated May 31, 2022
Python

otto-de / TRON

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

python deep-learning transformers pytorch artificial-intelligence e-commerce recsys recommendation-engine recommender-system negative-sampling pytorch-lightning gru4rec sasrec session-based-recommender-system

Updated Sep 28, 2023
Python

bhushank / kge-rl

Implements various negative sampling techniques for learning knowledge graph embeddings

knowledge-graphs-embeddings negative-sampling

Updated Sep 2, 2019
Python

DSXiangLi / Embedding

Embedding模型代码和学习笔记总结

word2vec transformer seq2seq fasttext embedding doc2vec skip-thoughts encoder-decoder cnn-lstm hierarchical-softmax quick-thought genism negative-sampling tf-estimator bookcorpus

Updated Aug 28, 2021
Python

zjukg / AdaMF-MAT

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

knowledge-graph knowledge-graph-completion multi-modal imbalanced-data adversarial-learning imbalanced-learning negative-sampling multi-modality multi-modal-fusion multi-modal-knowledge-graph

Updated Apr 16, 2024
Python

nicolas-hbt / semantic-lossfunc

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

semantic-web ontology knowledge-graph knowledge-graph-completion loss-functions link-prediction knowledge-graph-embeddings graph-neural-networks negative-sampling knowledge-graph-embedding-models

Updated Nov 18, 2023
Python

ddehueck / skip-gram-negative-sampling

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

word2vec pytorch skipgram negative-sampling

Updated Jan 13, 2020
Python

juyongjiang / Awesome-ANCE

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

information-retrieval negative-sampling bert-embeddings embeddings-approximation pretrained-language-model contrastive-learning dense-text-retrieval

Updated Jan 10, 2022
Python

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.

nlp machine-translation cbow word2vec-model nnlm kneser-ney-smoothing negative-sampling hypernymy-detection witten-bell skipgram-

Updated Jan 2, 2023
Jupyter Notebook

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

word2vec skipgram jax negative-sampling

Updated Oct 20, 2024
Python

mhw32 / contrastive-ring-public

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

unsupervised-learning self-supervised-learning negative-sampling

Updated Sep 15, 2021
Python

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

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

xgboost lightgbm tsne-algorithm negative-sampling revenue-uplift personalized-coupons

Updated May 4, 2021
Jupyter Notebook

XuHwang / CoRR_www

Cooperation of Retriever and Ranker Framework.

retrieval ranking recommender-system knowledge-distillation negative-sampling

Updated Oct 13, 2022
Python

zjukg / MANS

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

pytorch knowledge-graph negative-sampling mutli-modal

Updated Feb 10, 2024
Python

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