Alternatives and similar repositories for LLM4REC

Users that are interested in LLM4REC are comparing it to the libraries listed below

• HKUDS / LLMRec
  [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
  ☆468Updated last year
• SAI990323 / TALLRec
  ☆253Updated last year
• westlake-repl / NineRec
  Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System
  ☆95Updated 10 months ago
• YunjiaXi / Open-World-Knowledge-Augmented-Recommendation
  Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"
  ☆98Updated 8 months ago
• westlake-repl / IDvs.MoRec
  End-to-end Training for Multimodal Recommendation Systems
  ☆153Updated 6 months ago
• yaochenzhu / LLM4Rec
  (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS
  ☆154Updated last year
• LaVieEnRose365 / ReLLa
  Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
  ☆51Updated last year
• RUCAIBox / LC-Rec
  [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."
  ☆147Updated 11 months ago
• westlake-repl / PixelRec
  A Large-scale Multimodal Dataset for recommender System
  ☆153Updated 4 months ago
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆109Updated last week
• AaronHeee / RecFormer
  Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.
  ☆119Updated last year
• Jyonn / ONCE
  (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…
  ☆86Updated 5 months ago
• HKUDS / MMSSL
  [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"
  ☆205Updated last year
• HestiaSky / E4SRec
  ☆50Updated 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…
  ☆103Updated last year
• rutgerswiselab / GenRec
  Large Language Model for Generative Recommendation
  ☆72Updated last year
• YuanchenBei / Awesome-Cold-Start-Recommendation
  [Up-to-date] A curated list of resources on cold-start recommendations.
  ☆200Updated this week
• RUCAIBox / UniSRec
  [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".
  ☆193Updated last year
• wzf2000 / MACRec
  Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024
  ☆81Updated 2 months ago
• yuangh-x / 2022-NIPS-Tenrec
  ☆255Updated 11 months ago
• RUCAIBox / LLMRank
  [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"
  ☆295Updated 2 months ago
• ljy0ustc / LLaRA
  ☆140Updated last year
• westlake-repl / MicroLens
  A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).
  ☆204Updated 6 months ago
• SAI990323 / BIGRec
  ☆62Updated 11 months ago
• enoche / MultimodalRecSys
  A curated list of awesome resources about multimodal recommender systems.
  ☆400Updated last month
• HonghuiBao2000 / LETTER
  Learnable Item Tokenization for Generative Recommendation (CIKM'24)
  ☆72Updated 7 months ago
• rainym00d / LLM4RS
  the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”
  ☆171Updated last year
• Wenyueh / LLM-RecSys-ID
  How to Index Item IDs for Recommendation Foundation Models
  ☆81Updated last month
• westlake-repl / Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review
  Paper List of Pre-trained Foundation Recommender Models
  ☆361Updated last year
• Peter-Fy / Reason4Rec
  Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"
  ☆36Updated 4 months ago