negative-sampling

There are 3 repositories under negative-sampling topic.

finetuner
jina-ai / finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
bert few-shot-learning fine-tuning finetuning jina metric-learning negative-sampling neural-search openai-clip pretrained-models siamese-network similarity-learning transfer-learning triplet-loss
Language:Python 1473
smilelight / lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
nlp pytorch torchtext srl deep-learning cws pos relation-extraction dependency-parsing sentence-similarity text-classification python chinese language-model nature-language-process word2vec skip-gram cbow negative-sampling hierarchical-softmax
Language:Python 823
RUCAIBox / Negative-Sampling-Paper
This repository collects 100 papers related to negative sampling methods.
computer-vision contrastive-learning negative-sampling paper papers recommender-system
188
Andras7 / word2vec-pytorch
Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling
word2vec pytorch negative-sampling skipgram cosine-annealing wordembeddings sub-sampling
Language:Python 179
xiangwang1223 / kgpolicy
Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020
explainable-recommendation knowledge-aware-recommendation knowledge-based-recommendation knowledge-graph knowledge-graph-dataset knowledge-graph-for-recommendation negative-sampling recommender-system reinforcement-learning reinforcement-learning-algorithms www2020
Language:Python 134
microsoft / SimXNS
SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.
dense-retrieval information-retrieval natural-language-processing negative-sampling knowledge-distillation pretraining-for-ir decision-time-planning
Language:Python 108
huangtinglin / MixGCF
MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021
graph-neural-network information-retrieval negative-sampling network-embedding pytorch recommender-system
Language:Python 95
otto-de / TRON
⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.
deep-learning recommender-system e-commerce python pytorch pytorch-lightning recommendation-engine negative-sampling recsys artificial-intelligence transformers gru4rec sasrec session-based-recommender-system
Language:Python 62
bhushank / kge-rl
Implements various negative sampling techniques for learning knowledge graph embeddings
knowledge-graphs-embeddings negative-sampling
Language:Python 39
DSXiangLi / Embedding
Embedding模型代码和学习笔记总结
embedding word2vec hierarchical-softmax negative-sampling fasttext tf-estimator doc2vec genism bookcorpus skip-thoughts encoder-decoder cnn-lstm seq2seq quick-thought transformer
Language:Python 36
zjukg / AdaMF-MAT
[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
adversarial-learning imbalanced-data imbalanced-learning knowledge-graph knowledge-graph-completion multi-modal multi-modal-fusion multi-modal-knowledge-graph multi-modality negative-sampling
Language:Python 22
nicolas-hbt / semantic-lossfunc
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction
graph-neural-networks knowledge-graph knowledge-graph-completion knowledge-graph-embedding-models knowledge-graph-embeddings link-prediction loss-functions negative-sampling ontology semantic-web
Language:Python 17
ddehueck / skip-gram-negative-sampling
A PyTorch Implementation of the Skipgram Negative Sampling Word2Vec Model as Described in Mikolov et al.
pytorch word2vec skipgram negative-sampling
Language:Python 15
juyongjiang / Awesome-ANCE
Implementation of paper "Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval"
dense-text-retrieval embeddings-approximation negative-sampling contrastive-learning bert-embeddings pretrained-language-model information-retrieval
Language:Python 13
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
jax word2vec skipgram negative-sampling
Language:Python 9
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.
cbow hypernymy-detection kneser-ney-smoothing machine-translation negative-sampling nlp nnlm skipgram-witten-bell word2vec-model
Language:Jupyter Notebook 9
AsmirMumin / Retail-Coupon-Recommendation-for-Revenue-Optimization
This Machine Learning project deals with Coupon Recommendations based on Revenue Uplift
lightgbm revenue-uplift tsne-algorithm xgboost negative-sampling personalized-coupons
Language:Jupyter Notebook 8
mhw32 / contrastive-ring-public
PyTorch implementation for " Conditional Negative Sampling for Contrastive Learning of Visual Representations" (https://arxiv.org/abs/2010.02037).
negative-sampling self-supervised-learning unsupervised-learning
Language:Python 8
XuHwang / CoRR_www
Cooperation of Retriever and Ranker Framework.
negative-sampling ranking recommender-system retrieval knowledge-distillation
Language:Python 7
zjukg / MANS
[Paper][IJCNN2023] Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding
knowledge-graph mutli-modal negative-sampling pytorch
Language:Python 7
hanxiao0607 / InterpretableSAD
InterpretableSAD: Interpretable Anomaly Detection in Sequential Log Data (BigData 2021)
anomaly-detection interpretability negative-sampling
Language:Python 6
jongwonJeong / FPAdaMetric
published at AAAI 2022
session-based-recommendation-system metric-learning representation-learning negative-sampling
6
Huixxi / NLP_Word2Vec
Word2Vec sikp-gram model with negative sampling implementation with python3
negative-sampling nlp skip-gram word2vec-model
Language:Python 5
AnFrBo / coupon_optimization
Maximizing Revenue with Individualized Coupon Optimization Using Tree-Based Models
tsne-algorithm negative-sampling lightgbm-classifier xgboost heuristic-methods individualized-coupons hyperparameter-tuning
Language:Jupyter Notebook 4
amzn / informative-diverse-hard-negative-sampling
Experimental code for our paper on informative and diverse sampling of negative examples for dense retrieval
active-learning information-retrieval negative-sampling dense-retrieval
Language:Python 3
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.
knowledge-graph-embedding negative-sampling tucker-decomposition
Language:Python 3
JunhoKim94 / word2vecC
C/C++ code for word2vec and n-gram Subword model
hierachy-softmax negative-sampling word2vec
Language:C++ 3
RottenFruits / gdp
gdp is generating distributed representation code sets written by pytorch. This code sets is including skip gram and cbow.
pytorch distributed-representations skipgram skip-gram cbow negative-sampling embedding word2vec
Language:Python 3
ustcml / GeoSAN
Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)
geography-aware-negative-sampling geography-encoder location-recommendation negative-sampling sequential-recommendation weighted-bpr
Language:Python 3
Xzaohui / chemical_ner
北京大数据技能大赛
bert chemical crf deep-learning lstm machine-learning ner nlp pytorch negative-sampling semi-supervised-learning
Language:Python 2
ZubinGou / SGNS-PyTorch
SkipGram NegativeSampling implemented in PyTorch.
sgns skipgram word2vec pytorch subsampling negative-sampling word-embeddings spearman word-similarity
Language:Python 2
adityavavre / word2vec
Implementation of word2vec using negative sampling technique in skipgram model to obtain word vectors
python3 word2vec negative-sampling
Language:Python 1
Faizan-E-Mustafa / GNN_EACL_Workshop
Link Prediction using GNN
eacl gnn link-prediction negative-sampling nlp
Language:Python 1
wenhaofang / Word2vec
Some demo word2vec models implemented with pytorch, including Continuous-Bag-Of-Words / Skip-Gram with Hierarchical-Softmax / Negative-Sampling.
pytorch continuous-bag-of-words skip-gram hierarchical-softmax negative-sampling
Language:Python 1
hanjanghoon / EDHNS
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL-NLP4ConvAI 2024
dialogue knowledge-selection negative-sampling ranking response-selection
Language:Python 0
MallaSailesh / Word_Vectorization
Get the Word Embeddings using methods - SVD (single value decomposition) and Skip-Gram with Negative-Sampling
negative-sampling skip-gram svd
Language:Python

negative-sampling

jina-ai / finetuner

smilelight / lightNLP

RUCAIBox / Negative-Sampling-Paper

Andras7 / word2vec-pytorch

xiangwang1223 / kgpolicy

microsoft / SimXNS

huangtinglin / MixGCF

otto-de / TRON

bhushank / kge-rl

DSXiangLi / Embedding

zjukg / AdaMF-MAT

nicolas-hbt / semantic-lossfunc

ddehueck / skip-gram-negative-sampling

juyongjiang / Awesome-ANCE

ddehueck / jax-skip-gram-negative-sampling

rodosingh / Intro-NLP-IIITH

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

mhw32 / contrastive-ring-public

XuHwang / CoRR_www

zjukg / MANS

hanxiao0607 / InterpretableSAD

jongwonJeong / FPAdaMetric

Huixxi / NLP_Word2Vec

AnFrBo / coupon_optimization

amzn / informative-diverse-hard-negative-sampling

ichise-laboratory / tuckerdncaching

JunhoKim94 / word2vecC

RottenFruits / gdp

ustcml / GeoSAN

Xzaohui / chemical_ner

ZubinGou / SGNS-PyTorch

adityavavre / word2vec

Faizan-E-Mustafa / GNN_EACL_Workshop

wenhaofang / Word2vec

hanjanghoon / EDHNS

MallaSailesh / Word_Vectorization