Alternatives and similar repositories for LLM-ESR

Users that are interested in LLM-ESR are comparing it to the libraries listed below

• liuqidong07 / LLMEmb
  [AAAI'25 Oral] The official implementation code of LLMEmb
  ☆36Updated 4 months ago
• YangZhengyi98 / RecInterpreter
  ☆23Updated last year
• TangJiakai / ReaRec
  ☆27Updated last week
• YangZhengyi98 / DROS
  ☆35Updated last year
• WujiangXu / SLMRec
  The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".
  ☆31Updated last month
• ljy0ustc / LLaRA
  ☆138Updated last year
• WHUIR / DiffuRec
  ☆67Updated last year
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆104Updated 8 months ago
• anananan116 / MBGen
  [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"
  ☆37Updated 10 months ago
• SAI990323 / BIGRec
  ☆62Updated 10 months ago
• ysh-1998 / LRD
  The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model
  ☆38Updated 11 months ago
• YangZhengyi98 / DreamRec
  ☆121Updated last year
• Linxyhaha / DEALRec
  Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
  ☆38Updated 4 months ago
• lileipisces / POD
  CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation
  ☆44Updated 5 months ago
• jeykigung / VIP5
  ☆41Updated 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…
  ☆102Updated last year
• chengkai-liu / Mamba4Rec
  [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
  ☆100Updated 3 months ago
• LehengTHU / AlphaRec
  [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
  ☆84Updated 2 months ago
• HestiaSky / E4SRec
  ☆50Updated last year
• RUCAIBox / VQ-Rec
  [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
  ☆78Updated 2 years ago
• HKUDS / DCRec
  [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
  ☆59Updated 2 years ago
• enoche / BM3
  Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23
  ☆58Updated last year
• HKUDS / PromptMM
  [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
  ☆46Updated last year
• WangXFng / RDRec
  [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation
  ☆35Updated last month
• zyang1580 / BinLLM
  Code used in ACL rebuttal
  ☆23Updated 10 months ago
• KingGugu / BASRec
  Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity
  ☆20Updated 3 months ago
• Applied-Machine-Learning-Lab / LLM-ESR
  [NeurIPS'24] The official implementation code of LLM-ESR.
  ☆21Updated last year
• RUCAIBox / TedRec
  The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".
  ☆12Updated 3 months ago
• chenyuxin1999 / S-DPO
  [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"
  ☆79Updated 7 months ago
• LaVieEnRose365 / ReLLa
  Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
  ☆50Updated last year