RUCAIBox / Negative-Sampling-PaperLinks
This repository collects 100 papers related to negative sampling methods.
☆198Updated 2 years ago
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- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆254Updated 4 years ago
- ☆255Updated 11 months ago
- A box of core libraries for recommendation model development☆92Updated 9 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆193Updated last year
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆105Updated 2 years ago
- TOIS'23, Personalized Prompt Learning for Explainable Recommendation☆130Updated 6 months ago
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- This is the official pytorch implementation of AutoDebias, an automatic debiasing method for recommendation.☆108Updated 2 years ago
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- Our implementation of neurips'20 paper "Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering"☆35Updated 2 years ago
- source code of paper "Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation", which is accepted…☆30Updated 2 years ago
- An unofficial pytorch implementation of MELU☆46Updated last year
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- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆161Updated 7 months ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆325Updated 2 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆106Updated 3 years ago
- End-to-end Training for Multimodal Recommendation Systems☆153Updated 6 months ago
- A curated collection of recommendation datasets with trackable dataset IDs☆61Updated 6 months ago
- The source code for our paper "Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction" (accepted by KDD2023 Applied Scie…☆36Updated last year
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆81Updated 2 years ago
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- Download and preprocess popular sequential recommendation datasets☆210Updated 2 years ago
- Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"☆91Updated 4 years ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆76Updated 3 years ago
- This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), whi…☆138Updated 2 years ago
- ACL'21 Oral, Personalized Transformer for Explainable Recommendation☆94Updated 6 months ago