Alternatives and similar repositories for LLM2Rec

Users that are interested in LLM2Rec are comparing it to the libraries listed below

• LehengTHU / AlphaRec
  [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
  ☆97Updated 8 months ago
• chenyuxin1999 / S-DPO
  [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"
  ☆96Updated last year
• YangZhengyi98 / RecInterpreter
  ☆24Updated 2 years ago
• wwliu555 / rs-llm-paper-list
  Recommender systems with large language models (Paper list)
  ☆63Updated 2 years ago
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆144Updated 4 months ago
• LehengTHU / LLM4Rec-Classified-Papers
  The latest paper list of large language model (LLM) for recommendation
  ☆58Updated 2 years ago
• WujiangXu / SLMRec
  The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".
  ☆47Updated 7 months ago
• linjc16 / Rec-R1
  [TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289
  ☆126Updated last week
• ljy0ustc / LLaRA
  ☆160Updated last year
• liuqidong07 / LLM-ESR
  [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.
  ☆46Updated last year
• RUCAIBox / VQ-Rec
  [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
  ☆92Updated 2 years ago
• agiresearch / IDGenRec
  Towards LLM-RecSys Alignment with Textual ID Learning
  ☆56Updated last year
• HestiaSky / E4SRec
  ☆53Updated 2 years ago
• YangZhengyi98 / DreamRec
  ☆132Updated 2 years ago
• williamliujl / LLMRec
  ☆63Updated 2 years ago
• lileipisces / POD
  CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation
  ☆50Updated last year
• wzf2000 / MACRec
  Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024
  ☆109Updated 8 months ago
• yaochenzhu / LLM4Rec
  (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS
  ☆167Updated last year
• chengkai-liu / Mamba4Rec
  [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
  ☆120Updated 10 months ago
• LaVieEnRose365 / ReLLa
  Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
  ☆56Updated last year
• agiresearch / AgentRecSys
  ☆94Updated 2 weeks ago
• SAI990323 / BIGRec
  ☆72Updated last year
• dh-r / LLM-Sequential-Recommendation
  All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…
  ☆116Updated 2 years ago
• WangXFng / RDRec
  [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation
  ☆38Updated 8 months ago
• Jyonn / ONCE
  (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…
  ☆88Updated 11 months ago
• TangJiakai / ReaRec
  [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation
  ☆59Updated last month
• YunjiaXi / Open-World-Knowledge-Augmented-Recommendation
  Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"
  ☆104Updated last year
• westlake-repl / NineRec
  Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System
  ☆102Updated last year
• tsinghua-fib-lab / LLM-Agent-for-Recommendation-and-Search
  An index for papers on large language model agents for recommendation and search.
  ☆79Updated last week
• USTC-StarTeam / Awesome-Large-Recommendation-Models
  🔥🔥🔥 Latest Advances on Large Recommendation Models
  ☆117Updated last year