linzihan-backforward / RecSysEvaluation
Code and Results for the paper: A Revisiting Study of Appropriate Offline Evaluation for Top-𝑁 Recommendation Algorithms.
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for RecSysEvaluation
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆68Updated 2 years ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆89Updated 7 months ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆78Updated 2 years ago
- WWW 2022 "Sequential Recommendation via Stochastic Self-Attention"☆55Updated 2 years ago
- ☆20Updated last year
- Session-based Recommendation☆60Updated 5 months ago
- Codebase for SIGIR 2022 paper: Coarse-to-Fine Sparse Sequential Recommendation☆22Updated 2 years ago
- A quick guide to Sentires: Phrase-level Sentiment Analysis toolkit, SIGIR'14☆34Updated 2 years ago
- Code for our SIGIR 2021 short paper "Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation."☆14Updated 3 years ago
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆35Updated 2 years ago
- [KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System☆75Updated 3 years ago
- ☆91Updated 2 years ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆83Updated 4 years ago
- Counterfactual Explainable Recommendation☆48Updated 2 years ago
- ☆30Updated last year
- [SIGIR'22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation …☆37Updated 2 years ago
- code for ‘Towards Long-term Fairness in Recommendation’☆24Updated last year
- One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation (WSDM-2023)☆34Updated 3 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆61Updated last year
- Implementation of the paper "Contrastive Learning with Bidirectional Transformers for Sequential Recommendation".☆26Updated 2 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆97Updated 3 years ago
- cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets☆42Updated 8 months ago
- RecBole-MetaRec is an extended module for RecBole, which aims to help researchers to compare and develop their own models in the meta lea…☆22Updated last year
- User-oriented Fairness in Recommendation☆28Updated 3 years ago
- This is the model in "A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation" (IJCAI2020). GA-DTCDR is an opti…☆67Updated last year
- This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorf…☆96Updated last year
- PyTorch Code for Adversarial and Contrastive AutoEncoder for Sequential Recommendation.☆33Updated 3 years ago
- repository for "Adaptive Disentangled Transformer for Sequential Recommendation"☆13Updated last year
- This is our implementation of GHCF: Graph Heterogeneous Collaborative Filtering (AAAI 2021)☆67Updated 3 years ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆92Updated 7 months ago