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HKUDS avatar

HKUDS/LLMRec

0
View on GitHub↗
532 stars·70 forks·Python·Apache-2.0·17 viewsarxiv.org/abs/2311.00423↗

LLMRec

PyTorch implementation for WSDM 2024 paper LLMRec: Large Language Models with Graph Augmentation for Recommendation.

Features

  • Zero-Shot Recommendation Models - Integrates graph augmentation techniques with language models for recommendation.
  • Datasets and Benchmarks - Benchmark framework for evaluating large language models in recommendation.

Star history

Star history chart for hkuds/llmrecStar history chart for hkuds/llmrec

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with LLMRec

These projects share indexed features with LLMRec. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • aaronheee/llms-as-zero-shot-conversational-recsysaaronheee avatar

    aaronheee/llms-as-zero-shot-conversational-recsys

    85View on GitHub↗

    This is the evaluation data and Large Language Models (LLMs) results from our CIKM'23 paper:

    Python
    View on GitHub↗85
  • agiresearch/openp5agiresearch avatar

    agiresearch/OpenP5

    351View on GitHub↗

    This repo presents OpenP5, an open-source platform for LLM-based Recommendation development, finetuning, and evaluation.

    Python
    View on GitHub↗351
  • anord-wang/llm4recanord-wang avatar

    anord-wang/LLM4REC

    59View on GitHub↗

    This ReadMe file contains the Python codes for the paper.

    Python
    View on GitHub↗59
  • agi-edgerunners/llm-next-item-recAGI-Edgerunners avatar

    AGI-Edgerunners/LLM-Next-Item-Rec

    143View on GitHub↗

    Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"

    Python
    View on GitHub↗143
Compare all 30 related projects→

Frequently asked questions

What does hkuds/llmrec do?

PyTorch implementation for WSDM 2024 paper LLMRec: Large Language Models with Graph Augmentation for Recommendation.

What are the main features of hkuds/llmrec?

The main features of hkuds/llmrec are: Zero-Shot Recommendation Models, Datasets and Benchmarks.

Which projects share features with hkuds/llmrec?

Projects with overlapping indexed features include: aaronheee/llms-as-zero-shot-conversational-recsys — This is the evaluation data and Large Language Models (LLMs) results from our CIKM'23 paper:. agiresearch/openp5 — This repo presents OpenP5, an open-source platform for LLM-based Recommendation development, finetuning, and evaluation. anord-wang/llm4rec — This ReadMe file contains the Python codes for the paper. apolloscapeauto/dataset-api — The ApolloScape Open Dataset for Autonomous Driving and its Application. argoai/argoverse-api — Official GitHub repository for Argoverse dataset. agi-edgerunners/llm-next-item-rec — Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models".