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HuggingBench-Tracing

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Graph Machine Learning
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HuggingBench-Tracing

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

Dataset Details

  • training/validation/test.txt are training/validation/test set files in the format required by LibKGE.

Uses

We use LibKGE to implemen baselines for supervised biselines and use the official code of ULTRA and KG-ICL of the two unsupervised models.

  • Clone LibKGE and configure required environment.
  • Download data in HuggingBench-Tracing to kge/data/huggingface.
  • Copy configuration files in ./model_tracing/kge/examples from Github.
  • Run train/test shell scripts model_tracing\kge\scripts\train.sh and model_tracing\kge\scripts\test.sh.
💻 GitHub Code Reposity
📄 Paper ArXiv-Link
📊 Data HuggingBench
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Collection including cqsss/HuggingBench-Tracing

Paper for cqsss/HuggingBench-Tracing