Projects in Awesome Lists tagged with negative-sampling
A curated list of projects in awesome lists tagged with negative-sampling .
https://github.com/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
Last synced: 07 Oct 2025
https://github.com/smilelight/lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
cbow chinese cws deep-learning dependency-parsing hierarchical-softmax language-model nature-language-process negative-sampling nlp pos python pytorch relation-extraction sentence-similarity skip-gram srl text-classification torchtext word2vec
Last synced: 12 May 2025
https://github.com/rucaibox/negative-sampling-paper
This repository collects 100 papers related to negative sampling methods.
computer-vision contrastive-learning negative-sampling paper papers recommender-system
Last synced: 14 Feb 2026
https://github.com/RUCAIBox/Negative-Sampling-Paper
This repository collects 100 papers related to negative sampling methods.
computer-vision contrastive-learning negative-sampling paper papers recommender-system
Last synced: 09 May 2025
https://github.com/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
Last synced: 17 Oct 2025
https://github.com/microsoft/simxns
SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.
decision-time-planning dense-retrieval information-retrieval knowledge-distillation natural-language-processing negative-sampling pretraining-for-ir
Last synced: 16 Oct 2025
https://github.com/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
Last synced: 20 Jul 2025
https://github.com/otto-de/tron
⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.
artificial-intelligence deep-learning e-commerce gru4rec negative-sampling python pytorch pytorch-lightning recommendation-engine recommender-system recsys sasrec session-based-recommender-system transformers
Last synced: 22 Jul 2025
https://github.com/dsxiangli/embedding
Embedding模型代码和学习笔记总结
bookcorpus cnn-lstm doc2vec embedding encoder-decoder fasttext genism hierarchical-softmax negative-sampling quick-thought seq2seq skip-thoughts tf-estimator transformer word2vec
Last synced: 24 Apr 2025
https://github.com/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
Last synced: 14 Apr 2025
https://github.com/xuhwang/corr_www
Cooperation of Retriever and Ranker Framework.
knowledge-distillation negative-sampling ranking recommender-system retrieval
Last synced: 14 Oct 2025
https://github.com/huixxi/nlp_word2vec
Word2Vec sikp-gram model with negative sampling implementation with python3
negative-sampling nlp skip-gram word2vec-model
Last synced: 24 Sep 2025
https://github.com/amzn/informative-diverse-hard-negative-sampling
Experimental code for our paper on informative and diverse sampling of negative examples for dense retrieval
active-learning dense-retrieval information-retrieval negative-sampling
Last synced: 30 Apr 2025
https://github.com/pykeen/bloom-filterer-benchmark
🪑 Benchmark the bloom filterer at https://pykeen.github.io/bloom-filterer-benchmark/
benchmarking bloom-filter knowledge-graph-embedding-models knowledge-graph-embeddings knowledge-graphs machine-learning negative-sampling pykeen
Last synced: 06 Oct 2025
https://github.com/ashly1991/word2vec-tf2
Word2Vec Skipgram with negative sampling in TensorFlow 2. Self-supervised embeddings, efficient sampled softmax, and analogies evaluation.
embeddings jupyter-notebook natural-language-processing negative-sampling nlp self-supervised-learning skipgram tensorflow word2vec
Last synced: 18 May 2026
https://github.com/biogenies/negativedatasets
Benchmarks in antimicrobial peptide prediction are biased due to the selection of negative data.
antimicrobial-peptides benchmarking machine-learning negative-sampling peptides r
Last synced: 21 Apr 2026
https://github.com/makaveli10/nlp
Natural Language Processing
attention-mechanism bahdanau-attention bert cornell-dataset language-model luong negative-sampling neural-machine-translation pytorch seq2seq sequence-models skipgram tensorflow word-embeddings word-representations word2vec word2vec-model
Last synced: 04 May 2026
