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Datasets:
cqsss
/
HuggingBench-Recommendation

Tasks:
Text Ranking
Modalities:
Text
Formats:
text
Size:
100K - 1M
ArXiv:
Libraries:
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License:
Dataset card Data Studio Files
xet
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2
Dataset Viewer
The dataset viewer is not available for this dataset.
The JWT signature verification failed. Check the signing key and the algorithm.
Error code:   JWTInvalidSignature
Exception:    InvalidSignatureError
Message:      Signature verification failed
Traceback:    Traceback (most recent call last):
                File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
                  decoded = jwt.decode(
                      jwt=token,
                  ...<2 lines>...
                      options=options,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
                  decoded = self.decode_complete(
                      jwt,
                  ...<8 lines>...
                      leeway=leeway,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
                  decoded = self._jws.decode_complete(
                      jwt,
                  ...<3 lines>...
                      detached_payload=detached_payload,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
                  self._verify_signature(
                  ~~~~~~~~~~~~~~~~~~~~~~^
                      signing_input,
                      ^^^^^^^^^^^^^^
                  ...<4 lines>...
                      options=merged_options,
                      ^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
                  raise InvalidSignatureError("Signature verification failed")
              jwt.exceptions.InvalidSignatureError: Signature verification failed

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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
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Collection including cqsss/HuggingBench-Recommendation

Paper for cqsss/HuggingBench-Recommendation