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HuggingBench-Recommendation

Tasks:
Text Ranking
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metadata
license: apache-2.0
task_categories:
  - text-ranking

HuggingBench-Recommendation

This dataset contains Resource Recommendation test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph".

Dataset Details

  • general_rec contains training/validation/test set files for the General Collaborative Filtering methods in the format required by SSLRec.
  • social_rec contains training/validation/test set files and user social relation file for the Social Recommendation methods in the format required by SSLRec.
  • ke_rec_xxx contains training/validation/test set files and external KG files for the Social Recommendation methods in the format required by SSLRec. xxx indicates the type of external KG from HuggingKG.

Uses

We use SSLRec to implemen baselines for resource recommendation.

  • Clone SSLRec and configure required environment.
  • Download data in HuggingBench-Recommendation to SSLRec/datasets of SSLRec.
  • Copy configuration files in ./resource_recommendation/SSLRec/config and ./resource_recommendation/SSLRec/data_utils from Github.
  • Run shell scripts in ./resource_recommendation/SSLRec/scripts.
💻 GitHub Code Reposity
📄 Paper HuggingFace Paper
📊 Data HuggingBench