Topic: "negative-sampling"
jina-ai/finetuner 📦
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
Language: Python - Size: 71.5 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 1,492 - Forks: 69
smilelight/lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
Language: Python - Size: 49.3 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 825 - Forks: 212
RUCAIBox/Negative-Sampling-Paper
This repository collects 100 papers related to negative sampling methods.
Size: 27.3 KB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 188 - Forks: 19
Andras7/word2vec-pytorch
Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling
Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 165 - Forks: 54
xiangwang1223/kgpolicy
Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020
Language: Python - Size: 92.8 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 136 - Forks: 37
microsoft/SimXNS
SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.
Language: Python - Size: 3.42 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 112 - Forks: 12
huangtinglin/MixGCF
MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021
Language: Python - Size: 16.3 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 95 - Forks: 26
otto-de/TRON
⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.
Language: Python - Size: 2.15 MB - Last synced at: 18 days ago - Pushed at: 27 days ago - Stars: 67 - Forks: 3
DSXiangLi/Embedding
Embedding模型代码和学习笔记总结
Language: Python - Size: 135 MB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 39 - Forks: 3
kahrabian/SANS
PyTorch implementation of Structure Aware Negative Sampling in Knowledge Graphs
Language: Python - Size: 5.64 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 29 - Forks: 6
nicolas-hbt/semantic-lossfunc
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction
Language: Python - Size: 27.4 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 3
zjukg/AdaMF-MAT
[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion
Language: Python - Size: 1.91 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 1
juyongjiang/Awesome-ANCE
Implementation of paper "Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval"
Language: Python - Size: 997 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 0
ddehueck/skip-gram-negative-sampling
A PyTorch Implementation of the Skipgram Negative Sampling Word2Vec Model as Described in Mikolov et al.
Language: Python - Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 2
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: Python - Size: 319 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 9 - Forks: 1
mhw32/contrastive-ring-public
PyTorch implementation for " Conditional Negative Sampling for Contrastive Learning of Visual Representations" (https://arxiv.org/abs/2010.02037).
Language: Python - Size: 25.4 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 2
AsmirMumin/Retail-Coupon-Recommendation-for-Revenue-Optimization
This Machine Learning project deals with Coupon Recommendations based on Revenue Uplift
Language: Jupyter Notebook - Size: 139 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 4
hanxiao0607/InterpretableSAD
InterpretableSAD: Interpretable Anomaly Detection in Sequential Log Data (BigData 2021)
Language: Python - Size: 50.8 KB - Last synced at: 3 days ago - Pushed at: 25 days ago - Stars: 6 - Forks: 0
jongwonJeong/FPAdaMetric
published at AAAI 2022
Size: 2.43 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0
zjukg/MANS
[Paper][IJCNN2023] Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding
Language: Python - Size: 7.64 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1
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 Notebook - Size: 107 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0
Huixxi/NLP_Word2Vec
Word2Vec sikp-gram model with negative sampling implementation with python3
Language: Python - Size: 86.9 KB - Last synced at: 19 days ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 0
jeongwhanchoi/SCONE
"SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation", WSDM 2025
Language: Python - Size: 3.06 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0
XuHwang/CoRR_www
Cooperation of Retriever and Ranker Framework.
Language: Python - Size: 1.72 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1
amzn/informative-diverse-hard-negative-sampling
Experimental code for our paper on informative and diverse sampling of negative examples for dense retrieval
Language: Python - Size: 6.85 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1
RottenFruits/gdp
gdp is generating distributed representation code sets written by pytorch. This code sets is including skip gram and cbow.
Language: Python - Size: 52.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
USTCLLM/GeoSAN
Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)
Language: Python - Size: 15.6 KB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0
JunhoKim94/word2vecC
C/C++ code for word2vec and n-gram Subword model
Language: C++ - Size: 3.5 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0
Xzaohui/chemical_ner
北京大数据技能大赛
Language: Python - Size: 121 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
ZubinGou/SGNS-PyTorch
SkipGram NegativeSampling implemented in PyTorch.
Language: Python - Size: 245 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1
adityavavre/word2vec
Implementation of word2vec using negative sampling technique in skipgram model to obtain word vectors
Language: Python - Size: 27.6 MB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
hanjanghoon/EDHNS
Efficient Dynamic Hard Negative Sampling for Dialogue Selection ACL-NLP4ConvAI 2024
Language: Python - Size: 196 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
MallaSailesh/Word_Vectorization
Get the Word Embeddings using methods - SVD (single value decomposition) and Skip-Gram with Negative-Sampling
Language: Python - Size: 481 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
hautran7201/skip_gram_for_document_classification
Language: Python - Size: 79.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
parsae80/SimilarWords-Finder
Finding similar words of a word given trained using negative sampling method
Language: Python - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
BioGenies/NegativeDatasets
Benchmarks in antimicrobial peptide prediction are biased due to the selection of negative data.
Language: HTML - Size: 64.4 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
comsa33/Negative_Sampling-NLP
Natural Language Process : negative sampling
Language: Jupyter Notebook - Size: 29.4 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
wenhaofang/Word2vec
Some demo word2vec models implemented with pytorch, including Continuous-Bag-Of-Words / Skip-Gram with Hierarchical-Softmax / Negative-Sampling.
Language: Python - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1
nathan-az/multi-trait-sgns
PyTorch implementation of skip-gram negative sampling for learning weighted item embeddings for items with side information.
Language: Python - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
vitthal-bhandari/Sentiment-analysis
implementing sentiment analysis from scratch without any external libraries and self-trained word vectors
Language: Jupyter Notebook - Size: 1.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
pykeen/bloom-filterer-benchmark
🪑 Benchmark the bloom filterer at https://pykeen.github.io/bloom-filterer-benchmark/
Language: Python - Size: 10.8 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
davide97l/Word2vec
Word2Vec Tensorflow implementation with word sense disambiguation.
Language: Python - Size: 37.1 KB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
makaveli10/NLP
Natural Language Processing
Language: Jupyter Notebook - Size: 122 MB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
mediaProduct2017/learn-word2vec
Language: Python - Size: 647 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
