njuhugn

RecAI

Bridging LLM and Recommender System.

CE-SCE-LLMRec

LLM-Sequential-Recommendation

All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequential Recommendation" papers.

RDRec

[ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation

E4SRec

TransRec

Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)

bert4rec_repro

AmazonReviews2023

Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrieval and Recommendation".

FaiRLLM

The code for "Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation"

LLMRec

LLM4RS

the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”

iEvaLM-CRS

About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' Resources

PromptRec

Prompting Small Language Models for Personalized Cold-Start Recommendation

ONCE

(WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models"

Graph_Toolformer

YuLan-Rec

Agent4Rec

[SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation"

generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

naacl24-user-sim

mPLUG-Owl

mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model

CogVLM2

GPT4V-level open-source multi-modal model based on Llama3-8B

CogVLM

a state-of-the-art-level open visual language model | 多模态预训练模型

MGM

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

LLMTest_NeedleInAHaystack

Doing simple retrieval from LLM models at various context lengths to measure accuracy

ChatGLM2-6B

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

GPT-FedRec

PyTorch impelementation for "Federated Recommendation via Hybrid Retrieval Augmented Generation".

ReLLa

Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".

CoLLM

The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".

C2DSR

[CIKM 2022]Contrastive Cross-Domain Sequential Recommendation

FAPAT

Source Code for NeurIPS 2023 paper "Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns"