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: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

jina-ai/finetuner

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

Language: Python - Size: 71.5 MB - Last synced: 15 days ago - Pushed: 3 months ago - Stars: 1,435 - Forks: 66

adityavavre/word2vec

Implementation of word2vec using negative sampling technique in skipgram model to obtain word vectors

Language: Python - Size: 27.6 MB - Last synced: 29 days ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

makaveli10/NLP

Natural Language Processing

Language: Jupyter Notebook - Size: 122 MB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

CHISH08/PytorchEmbedding

in this repository, I am writing the CBOW and skip-gram algorithms from scratch. Also, I will describe the algorithm of their construction, the main features and their time complexity and memory

Language: Jupyter Notebook - Size: 6.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

hautran7201/skip_gram_for_document_classification

Language: Python - Size: 79.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

comsa33/Negative_Sampling-NLP

Natural Language Process : negative sampling

Language: Jupyter Notebook - Size: 29.4 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

RUCAIBox/Negative-Sampling-Paper

This repository collects 100 papers related to negative sampling methods.

Size: 27.3 KB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 173 - Forks: 18

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: about 2 months ago - Pushed: 5 months ago - Stars: 97 - Forks: 9

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: about 2 months ago - Pushed: about 2 months ago - Stars: 11 - Forks: 1

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: 2 months ago - Pushed: over 3 years ago - Stars: 823 - Forks: 212

otto-de/TRON

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

Language: Python - Size: 1.87 MB - Last synced: 2 months ago - Pushed: 8 months ago - Stars: 52 - Forks: 4

juyongjiang/Awesome-ANCE

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

Language: Python - Size: 997 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 11 - Forks: 0

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: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ustcml/GeoSAN

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

Language: Python - Size: 15.6 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

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: 4 months ago - Pushed: 7 months ago - Stars: 14 - Forks: 3

xiangwang1223/kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

Language: Python - Size: 92.8 KB - Last synced: 5 months ago - Pushed: 11 months ago - Stars: 128 - Forks: 36

XuHwang/CoRR_www

Cooperation of Retriever and Ranker Framework.

Language: Python - Size: 1.72 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

Andras7/word2vec-pytorch

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

Language: Python - Size: 6.84 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 165 - Forks: 54

huangtinglin/MixGCF

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

Language: Python - Size: 16.3 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 82 - Forks: 22

zjukg/MANS

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

Language: Python - Size: 7.64 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - 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: 3 months ago - Pushed: over 2 years ago - Stars: 7 - Forks: 2

BioGenies/NegativeDatasets

Benchmarks in antimicrobial peptide prediction are biased due to the selection of negative data.

Language: HTML - Size: 64.4 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

kahrabian/SANS

PyTorch implementation of Structure Aware Negative Sampling in Knowledge Graphs

Language: Python - Size: 5.64 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 29 - Forks: 6

parsae80/SimilarWords-Finder

Finding similar words of a word given trained using negative sampling method

Language: Python - Size: 15.6 KB - Last synced: almost 1 year ago - Pushed: almost 1 year ago - Stars: 0 - Forks: 0

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: 7 months ago - Pushed: about 3 years ago - Stars: 7 - Forks: 4

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: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

hanxiao0607/InterpretableSAD

InterpretableSAD: Interpretable Anomaly Detection in Sequential Log Data

Language: Python - Size: 44.9 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

Huixxi/NLP_Word2Vec

Word2Vec sikp-gram model with negative sampling implementation with python3

Language: Python - Size: 86.9 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 4 - 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: about 1 year ago - Pushed: over 4 years ago - Stars: 11 - Forks: 2

Xzaohui/chemical_ner

北京大数据技能大赛

Language: Python - Size: 121 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

DSXiangLi/Embedding

Embedding模型代码和学习笔记总结

Language: Python - Size: 135 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 26 - Forks: 3

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: 316 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 8 - 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: about 1 year ago - Pushed: over 2 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: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

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: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

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: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

ZubinGou/SGNS-PyTorch

SkipGram NegativeSampling implemented in PyTorch.

Language: Python - Size: 245 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 1

pykeen/bloom-filterer-benchmark

🪑 Benchmark the bloom filterer at https://pykeen.github.io/bloom-filterer-benchmark/

Language: Python - Size: 10.8 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

JunhoKim94/word2vecC

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

Language: C++ - Size: 3.5 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

davide97l/Word2vec

Word2Vec Tensorflow implementation with word sense disambiguation.

Language: Python - Size: 37.1 KB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

mediaProduct2017/learn-word2vec

Language: Python - Size: 647 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0