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Rspapers ⭐ 5,701

A Curated List of Must-read Papers on Recommender System.

Ad Papers ⭐ 3,009

Papers on Computational Advertising

Recsyspapers ⭐ 801

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

A Comparative Framework for Multimodal Recommender Systems

Awesome Recsys Papers ⭐ 614

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Recommendersystem Paper ⭐ 567

This repository includes some papers that I have read or which I think may be very interesting.

Must Read Papers For Ml ⭐ 446

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Recommendersystems ⭐ 421

Awesome Recsys ⭐ 351

A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)

Product Nets ⭐ 323

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribu

An Attention-Based User Behavior Modeling Framework for Recommendation

Awesome Llm4rs Papers ⭐ 282

Large Language Model-enhanced Recommender System Papers

Drl4recsys ⭐ 265

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

Awesome Recommend System Pretraining Papers ⭐ 262

Paper List for Recommend-system PreTrained Models

Sasrec.pytorch ⭐ 236

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

Summary Of Recommender System Papers ⭐ 230

阅读过的推荐系统论文的归类总结，持续更新中…

Awesome Gnn Recommendation ⭐ 191

Graph Neural Network

Gru4rec_tensorflow ⭐ 169

TensorFlow implemenation of GRu4Rec model

Comirec ⭐ 166

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

Negative Sampling Paper ⭐ 151

This repository collects 100 papers related to negative sampling methods.

Deepconn ⭐ 121

This is our implementation of DeepCoNN

Machinelearning ⭐ 106

Machine learning for beginner(Data Science enthusiast)

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

Sequential deep matching model for recommender system at Alibaba

Exposure Matrix Factorization: modeling user exposure in recommendation

Nlp4rec Papers ⭐ 75

Paper list of NLP for recommender systems

Knowledge-aware recommendation papers.

Awesome Recommender System ⭐ 69

The collection of papers about recommender system

Matchpapers ⭐ 68

Worth-reading papers and related awesome resources on matching task. 值得一读的匹配任务相关论文与资源集合

Recsysdoc ⭐ 66

Algorithms of Recommender Systems : A survey paper of recommender systems (written in Japanese)

Collaborative Rnn ⭐ 60

A TensorFlow implementation of the collaborative RNN (Ko et al, 2016).

Rs Adversarial Learning ⭐ 52

A curated collection of adversarial attack and defense on recommender systems.

Awesome Recsys ⭐ 51

Curated list of recommnedation system topics

Diverse Recsys ⭐ 49

Collection of diverse recommendation papers

Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"

Code for our CIKM 2018 paper titled "ANR: Aspect-based Neural Recommender"

Code for the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21

Ranking_papers ⭐ 30

Papers on recommendation system / search ranking.

Code for the paper "Multimodal Review Generation for Recommender Systems", WWW'19

W2v_reco_hyperparameters_matter ⭐ 27

Repository to reproduce results of "Word2vec applied to Recommendation: Hyperparameters Matter" by H. Caselles-Dupré, F. Lesaint and J. Royo-Letelier. The paper will be published on the 12th ACM Conference on Recommender Systems, Vancouver, Canada, 2nd-7th October 2018

Recsys19_hybridsvd ⭐ 21

Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

Datafilter Recsys ⭐ 21

code for ResSys'18 paper: "Exploring Recommendations Under User-Controlled Data Filtering"

papers we read about Recommendation Advertising & Search

Recsys For Playlist Continuation ⭐ 20

State-of-the-art Papers & Codes on Recommender System for Playlist Continuation (2018~2020)

This is the official code for the WSDM 2021 paper: 'Local Collaborative Autoencoders.'

Cr Walker ⭐ 20

Conversational Recommender System with Tree-structured Graph Reasoning and Dialog Acts

Whale Paper ⭐ 19

Datawhale论文分享，阅读前沿论文，分享技术创新

implementation for the paper "FISM: Factored Item Similarity Models for Top-N Recommender Systems" by Tensorflow 1.2

Librarybooksearchenginepro ⭐ 16

LibraryBookSearchEngine，link librarys of all 197 Countries, search all resources of books，for student, research，academic etc,图书馆图书搜索引擎,在家链接全球197个国家的图书馆，搜索图书资源,学生必备，科研必备，学习

Knnbandit ⭐ 14

Software for the experiments reported in the RecSys 2019 paper "A Simple Multi-Armed Nearest-Neighbor Bandit for Interactive Recommendation"

Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020

Paperlist_nlp_ir_rec_ai_conference ⭐ 13

2016-至今nlp/ir/recsys/ai相关顶会的论文清单paperlist列表含目录，方便直

Apprenticeship ⭐ 13

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

Implement Collaborative Deep Learning For Recommender Systems ⭐ 12

implement this paper "Collaborative Deep Learning for Recommender Systems" by python

Bpr Pytorch ⭐ 12

A pytorch implementation for BPR (Bayesian Personalized Ranking).

This is code for the paper: Towards Question-based Recommender Systems

Rnr_framework_for_recommendation ⭐ 12

The detialed codes written in Matlab R2015b version in paper "RNR: A Generic Bayesian-based Framework for Enhancing Top-N Recommender Systems "

Dynamicindex ⭐ 11

C++ source code for the Dynamic Index algorithm proposed in "Efficient Similarity Computation for Collaborative Filtering in Dynamic Environments", as appeared in the proceedings of the 2019 ACM International Conference on Recommender Systems.

Paper Implementation Matrix Factorization Recommender Systems Netflix ⭐ 11

[Python3.6] IEEE Paper "Matrix Factorization Techniques for Recommender Systems" by Koren,Bell,Volinsky

New algorithms for Large-scale Collaborative Ranking: PrimalCR and PrimalCR++

Recommender Systems Paper ⭐ 9

Paper and notes of Recommender systems.

Recommendation engine for LingBuzz papers

Partially Synthetic Data Generation for Recommender systems

Tisasrec.pytorch ⭐ 7

https://github.com/JiachengLi1995/TiSASRec in PyTorch

Datasets and source code for reproducing the paper 'Integrating multiple evidence sources to predict adverse drug reactions based on systems pharmacology model'.

Hirs Detecting_arbitrary_order_beneficial_feature_interactions_for_recommender_systems ⭐ 7

Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems, KDD 2022

Graph In Recommendation Systems ⭐ 7

GNNs in Recommendation Systems

Neurosynth_semantic_map ⭐ 6

A repository for "The Latent Semantic Space and Corresponding Brain Regions of the Functional Neuroimaging Literature" -- http://www.biorxiv.org/content/early/2017/07/20/15

This is the source code of the paper "Inferring Complementary Products from Baskets and Browsing Sessions"

Sigir2018 ⭐ 5

Software of the experiments reported in the SIGIR 2018 paper "Should I Follow the Crowd? A Probabilistic Analysis of the Effectiveness of Popularity in Recommender Systems"

Hybridplaylistcontinuation ⭐ 5

Implementation of the Hybrid Playlist Continuation Model.

Deep Learning For Recommendation System ⭐ 5

Deep-Learning-for-Recommendation-System

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