777pomingzi / Rethinking-PLM-in-RSLinks
Codebase for RecSys 2024 paper, The Elephant in the Room: Rethinking the Usage of Pre-trained Language Model in Sequential Recommendation
☆19Updated last year
Alternatives and similar repositories for Rethinking-PLM-in-RS
Users that are interested in Rethinking-PLM-in-RS are comparing it to the libraries listed below
Sorting:
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆63Updated last month
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆52Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆87Updated 6 months ago
- implementation code for 'PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations' in SIGIR 2023☆13Updated 11 months ago
- The website of CIKM 2023 resource paper "KuaiSAR: A Unified Search And Recommendation Dataset"☆22Updated last year
- Code for SIGIR 2024 paper: M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework☆39Updated 11 months ago
- Controllable Multi-Objective Re-ranking with Policy Hypernetworks (KDD 2023)☆32Updated 10 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆150Updated 11 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆44Updated 11 months ago
- End-to-end Training for Multimodal Recommendation Systems☆154Updated 6 months ago
- News Recommender based on MIND dataset and NRMS model, cloned from Microsoft Recommender's repo.☆14Updated 2 years ago
- ☆23Updated last year
- ☆86Updated 11 months ago
- ☆50Updated last year
- This is the official implementation of the paper "Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Lea…☆19Updated 8 months ago
- ☆16Updated 2 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆53Updated last year
- Multi-domain Recommendation with Adapter Tuning☆32Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆193Updated last year
- Code for our SIGIR 2021 short paper "Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation."☆14Updated 4 years ago
- Source code of TOIS paper "A Unified Framework for Multi-Domain CTR Prediction via Large Language Models"☆32Updated 9 months ago
- The code for the paper "RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction" (WWW 24 short paper)☆32Updated last year
- Source code for NoteLLM and NoteLLM-2☆113Updated 4 months ago
- [ACL 2023] UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation☆26Updated last year
- (TheWebConf'25) Official Library for the Paper "Legommenders: A Comprehensive Content-Based Recommendation Library with LLM Support"☆27Updated last month
- ☆21Updated 10 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆96Updated 10 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆64Updated last year
- ☆53Updated 10 months ago
- The implementation of UniSAR☆27Updated 9 months ago