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allenai/scirepeval

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Hugging Face2024-01-16 更新2024-03-04 收录
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--- dataset_info: - config_name: biomimicry features: - name: doc_id dtype: string - name: doi dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: label dtype: uint32 - name: venue dtype: string splits: - name: evaluation num_bytes: 16652415 num_examples: 10991 download_size: 9314032 dataset_size: 16652415 - config_name: cite_count features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: venue dtype: string - name: n_citations dtype: int32 - name: log_citations dtype: float32 splits: - name: evaluation num_bytes: 45741032 num_examples: 30058 - name: train num_bytes: 265390284 num_examples: 175944 - name: validation num_bytes: 40997159 num_examples: 26830 download_size: 204760850 dataset_size: 352128475 - config_name: cite_prediction features: - name: query struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: sha dtype: string - name: corpus_id dtype: uint64 - name: pos struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: sha dtype: string - name: corpus_id dtype: uint64 - name: neg struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: sha dtype: string - name: corpus_id dtype: uint64 splits: - name: train num_bytes: 2582594392 num_examples: 676150 - name: validation num_bytes: 549599739 num_examples: 143686 download_size: 1854909838 dataset_size: 3132194131 - config_name: cite_prediction_aug2023refresh features: - name: query struct: - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: pos struct: - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: neg struct: - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 splits: - name: train num_bytes: 2069439948 num_examples: 475656 download_size: 1222814801 dataset_size: 2069439948 - config_name: cite_prediction_new features: - name: query struct: - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: pos struct: - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: neg struct: - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: score dtype: int8 splits: - name: train num_bytes: 23829782726 num_examples: 6197963 - name: validation num_bytes: 609822308 num_examples: 176430 download_size: 14512970071 dataset_size: 24439605034 - config_name: drsm features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: label_type dtype: string - name: label dtype: string - name: class dtype: uint32 splits: - name: evaluation num_bytes: 12757612 num_examples: 8813 download_size: 7021949 dataset_size: 12757612 - config_name: feeds_1 features: - name: query struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: feed_id dtype: string - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: score dtype: uint32 splits: - name: evaluation num_bytes: 6488182 num_examples: 423 download_size: 6911928 dataset_size: 6488182 - config_name: feeds_m features: - name: query struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: feed_id dtype: string - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: score dtype: uint32 splits: - name: evaluation num_bytes: 135219457 num_examples: 9025 download_size: 149126628 dataset_size: 135219457 - config_name: feeds_title features: - name: query dtype: string - name: doc_id dtype: string - name: feed_id dtype: string - name: abbreviations dtype: string - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: score dtype: uint32 splits: - name: evaluation num_bytes: 5923757 num_examples: 424 download_size: 6228046 dataset_size: 5923757 - config_name: fos features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: labels sequence: int32 - name: labels_text sequence: string splits: - name: evaluation num_bytes: 63854253 num_examples: 68147 - name: train num_bytes: 509154623 num_examples: 541218 - name: validation num_bytes: 63947785 num_examples: 67631 download_size: 382411779 dataset_size: 636956661 - config_name: high_influence_cite features: - name: query struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: score dtype: uint32 splits: - name: evaluation num_bytes: 85746699 num_examples: 1199 - name: train num_bytes: 2607643584 num_examples: 58626 - name: validation num_bytes: 329589399 num_examples: 7356 download_size: 1622948830 dataset_size: 3022979682 - config_name: mesh_descriptors features: - name: doc_id dtype: string - name: mag_id dtype: uint64 - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: descriptor dtype: string - name: qualifier dtype: string splits: - name: evaluation num_bytes: 390178523 num_examples: 258678 - name: train num_bytes: 3120119117 num_examples: 2069065 - name: validation num_bytes: 390161743 num_examples: 258678 download_size: 2259106030 dataset_size: 3900459383 - config_name: nfcorpus features: - name: query dtype: string - name: doc_id dtype: string - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: score dtype: uint32 splits: - name: evaluation num_bytes: 72184049 num_examples: 323 download_size: 37626800 dataset_size: 72184049 - config_name: paper_reviewer_matching features: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 splits: - name: evaluation num_bytes: 76005977 num_examples: 73364 download_size: 41557009 dataset_size: 76005977 - config_name: peer_review_score_hIndex features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: rating sequence: int32 - name: confidence dtype: string - name: authors sequence: string - name: decision dtype: string - name: mean_rating dtype: float32 - name: hIndex sequence: string splits: - name: evaluation num_bytes: 18233937 num_examples: 12668 download_size: 10163532 dataset_size: 18233937 - config_name: pub_year features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: year dtype: int32 - name: venue dtype: string - name: norm_year dtype: float32 - name: scaled_year dtype: float32 - name: n_authors dtype: int32 - name: norm_authors dtype: float32 splits: - name: evaluation num_bytes: 46195045 num_examples: 30000 - name: train num_bytes: 301313882 num_examples: 198995 - name: validation num_bytes: 30493617 num_examples: 19869 download_size: 224105260 dataset_size: 378002544 - config_name: relish features: - name: query struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: int64 - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: int64 - name: score dtype: uint32 splits: - name: evaluation num_bytes: 338282942 num_examples: 3190 download_size: 171723654 dataset_size: 338282942 - config_name: same_author features: - name: dataset dtype: string - name: query struct: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: score dtype: uint32 splits: - name: evaluation num_bytes: 126843745 num_examples: 13585 - name: train num_bytes: 602167333 num_examples: 67493 - name: validation num_bytes: 84426967 num_examples: 8996 download_size: 104055242 dataset_size: 813438045 - config_name: scidocs_mag_mesh features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: authors sequence: string - name: cited_by sequence: string - name: references sequence: string - name: year dtype: int32 splits: - name: evaluation num_bytes: 74030118 num_examples: 48473 download_size: 47773142 dataset_size: 74030118 - config_name: scidocs_view_cite_read features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: authors sequence: string - name: cited_by sequence: string - name: references sequence: string - name: year dtype: int32 splits: - name: evaluation num_bytes: 240569108 num_examples: 142009 download_size: 159403764 dataset_size: 240569108 - config_name: search features: - name: query dtype: string - name: doc_id dtype: string - name: candidates list: - name: doc_id dtype: string - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: uint64 - name: venue dtype: string - name: year dtype: float64 - name: author_names sequence: string - name: n_citations dtype: int32 - name: n_key_citations dtype: int32 - name: score dtype: uint32 splits: - name: evaluation num_bytes: 39417912 num_examples: 2637 - name: train num_bytes: 6889691036 num_examples: 399878 - name: validation num_bytes: 1221360738 num_examples: 75382 download_size: 4495463131 dataset_size: 8150469686 - config_name: trec_covid features: - name: query dtype: string - name: doc_id dtype: string - name: candidates list: - name: title dtype: string - name: abstract dtype: string - name: corpus_id dtype: string - name: doc_id dtype: string - name: date dtype: string - name: doi dtype: string - name: iteration dtype: string - name: score dtype: int32 splits: - name: evaluation num_bytes: 98757931 num_examples: 50 download_size: 52359825 dataset_size: 98757931 - config_name: tweet_mentions features: - name: doc_id dtype: string - name: corpus_id dtype: uint64 - name: title dtype: string - name: abstract dtype: string - name: index dtype: int32 - name: retweets dtype: float32 - name: count dtype: int32 - name: mentions dtype: float32 splits: - name: evaluation num_bytes: 25895172 num_examples: 25655 download_size: 14991004 dataset_size: 25895172 configs: - config_name: biomimicry data_files: - split: evaluation path: biomimicry/evaluation-* - config_name: cite_count data_files: - split: evaluation path: cite_count/evaluation-* - split: train path: cite_count/train-* - split: validation path: cite_count/validation-* - config_name: cite_prediction data_files: - split: train path: cite_prediction/train-* - split: validation path: cite_prediction/validation-* - config_name: cite_prediction_aug2023refresh data_files: - split: train path: cite_prediction_aug2023refresh/train-* - config_name: cite_prediction_new data_files: - split: train path: cite_prediction_new/train-* - split: validation path: cite_prediction_new/validation-* - config_name: drsm data_files: - split: evaluation path: drsm/evaluation-* - config_name: fos data_files: - split: evaluation path: fos/evaluation-* - split: train path: fos/train-* - split: validation path: fos/validation-* - config_name: high_influence_cite data_files: - split: evaluation path: high_influence_cite/evaluation-* - split: train path: high_influence_cite/train-* - split: validation path: high_influence_cite/validation-* - config_name: mesh_descriptors data_files: - split: evaluation path: mesh_descriptors/evaluation-* - split: train path: mesh_descriptors/train-* - split: validation path: mesh_descriptors/validation-* - config_name: nfcorpus data_files: - split: evaluation path: nfcorpus/evaluation-* - config_name: paper_reviewer_matching data_files: - split: evaluation path: paper_reviewer_matching/evaluation-* - config_name: peer_review_score_hIndex data_files: - split: evaluation path: peer_review_score_hIndex/evaluation-* - config_name: pub_year data_files: - split: evaluation path: pub_year/evaluation-* - split: train path: pub_year/train-* - split: validation path: pub_year/validation-* - config_name: relish data_files: - split: evaluation path: relish/evaluation-* - config_name: same_author data_files: - split: evaluation path: same_author/evaluation-* - split: train path: same_author/train-* - split: validation path: same_author/validation-* - config_name: scidocs_mag_mesh data_files: - split: evaluation path: scidocs_mag_mesh/evaluation-* - config_name: scidocs_view_cite_read data_files: - split: evaluation path: scidocs_view_cite_read/evaluation-* - config_name: search data_files: - split: evaluation path: search/evaluation-* - split: train path: search/train-* - split: validation path: search/validation-* - config_name: trec_covid data_files: - split: evaluation path: trec_covid/evaluation-* - config_name: tweet_mentions data_files: - split: evaluation path: tweet_mentions/evaluation-* ---
提供机构：
allenai
原始信息汇总

数据集概述

数据集配置

1. biomimicry

  • 特征:
    • doc_id: string
    • doi: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • label: uint32
    • venue: string
  • 分割:
    • evaluation: 16652415 bytes, 10991 examples
  • 下载大小: 9314032 bytes
  • 数据集大小: 16652415 bytes

2. cite_count

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • venue: string
    • n_citations: int32
    • log_citations: float32
  • 分割:
    • evaluation: 45741032 bytes, 30058 examples
    • train: 265390284 bytes, 175944 examples
    • validation: 40997159 bytes, 26830 examples
  • 下载大小: 204760850 bytes
  • 数据集大小: 352128475 bytes

3. cite_prediction

  • 特征:
    • query: struct
      • doc_id: string
      • title: string
      • abstract: string
      • sha: string
      • corpus_id: uint64
    • pos: struct
      • doc_id: string
      • title: string
      • abstract: string
      • sha: string
      • corpus_id: uint64
    • neg: struct
      • doc_id: string
      • title: string
      • abstract: string
      • sha: string
      • corpus_id: uint64
  • 分割:
    • train: 2582594392 bytes, 676150 examples
    • validation: 549599739 bytes, 143686 examples
  • 下载大小: 1854909838 bytes
  • 数据集大小: 3132194131 bytes

4. cite_prediction_aug2023refresh

  • 特征:
    • query: struct
      • title: string
      • abstract: string
      • corpus_id: uint64
    • pos: struct
      • title: string
      • abstract: string
      • corpus_id: uint64
    • neg: struct
      • title: string
      • abstract: string
      • corpus_id: uint64
  • 分割:
    • train: 2069439948 bytes, 475656 examples
  • 下载大小: 1222814801 bytes
  • 数据集大小: 2069439948 bytes

5. cite_prediction_new

  • 特征:
    • query: struct
      • title: string
      • abstract: string
      • corpus_id: uint64
    • pos: struct
      • title: string
      • abstract: string
      • corpus_id: uint64
    • neg: struct
      • title: string
      • abstract: string
      • corpus_id: uint64
      • score: int8
  • 分割:
    • train: 23829782726 bytes, 6197963 examples
    • validation: 609822308 bytes, 176430 examples
  • 下载大小: 14512970071 bytes
  • 数据集大小: 24439605034 bytes

6. drsm

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • label_type: string
    • label: string
    • class: uint32
  • 分割:
    • evaluation: 12757612 bytes, 8813 examples
  • 下载大小: 7021949 bytes
  • 数据集大小: 12757612 bytes

7. feeds_1

  • 特征:
    • query: struct
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
    • feed_id: string
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
      • score: uint32
  • 分割:
    • evaluation: 6488182 bytes, 423 examples
  • 下载大小: 6911928 bytes
  • 数据集大小: 6488182 bytes

8. feeds_m

  • 特征:
    • query: struct
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
    • feed_id: string
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
      • score: uint32
  • 分割:
    • evaluation: 135219457 bytes, 9025 examples
  • 下载大小: 149126628 bytes
  • 数据集大小: 135219457 bytes

9. feeds_title

  • 特征:
    • query: string
    • doc_id: string
    • feed_id: string
    • abbreviations: string
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
      • score: uint32
  • 分割:
    • evaluation: 5923757 bytes, 424 examples
  • 下载大小: 6228046 bytes
  • 数据集大小: 5923757 bytes

10. fos

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • labels: sequence: int32
    • labels_text: sequence: string
  • 分割:
    • evaluation: 63854253 bytes, 68147 examples
    • train: 509154623 bytes, 541218 examples
    • validation: 63947785 bytes, 67631 examples
  • 下载大小: 382411779 bytes
  • 数据集大小: 636956661 bytes

11. high_influence_cite

  • 特征:
    • query: struct
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
      • score: uint32
  • 分割:
    • evaluation: 85746699 bytes, 1199 examples
    • train: 2607643584 bytes, 58626 examples
    • validation: 329589399 bytes, 7356 examples
  • 下载大小: 1622948830 bytes
  • 数据集大小: 3022979682 bytes

12. mesh_descriptors

  • 特征:
    • doc_id: string
    • mag_id: uint64
    • corpus_id: uint64
    • title: string
    • abstract: string
    • descriptor: string
    • qualifier: string
  • 分割:
    • evaluation: 390178523 bytes, 258678 examples
    • train: 3120119117 bytes, 2069065 examples
    • validation: 390161743 bytes, 258678 examples
  • 下载大小: 2259106030 bytes
  • 数据集大小: 3900459383 bytes

13. nfcorpus

  • 特征:
    • query: string
    • doc_id: string
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • score: uint32
  • 分割:
    • evaluation: 72184049 bytes, 323 examples
  • 下载大小: 37626800 bytes
  • 数据集大小: 72184049 bytes

14. paper_reviewer_matching

  • 特征:
    • doc_id: string
    • title: string
    • abstract: string
    • corpus_id: uint64
  • 分割:
    • evaluation: 76005977 bytes, 73364 examples
  • 下载大小: 41557009 bytes
  • 数据集大小: 76005977 bytes

15. peer_review_score_hIndex

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • rating: sequence: int32
    • confidence: string
    • authors: sequence: string
    • decision: string
    • mean_rating: float32
    • hIndex: sequence: string
  • 分割:
    • evaluation: 18233937 bytes, 12668 examples
  • 下载大小: 10163532 bytes
  • 数据集大小: 18233937 bytes

16. pub_year

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • year: int32
    • venue: string
    • norm_year: float32
    • scaled_year: float32
    • n_authors: int32
    • norm_authors: float32
  • 分割:
    • evaluation: 46195045 bytes, 30000 examples
    • train: 301313882 bytes, 198995 examples
    • validation: 30493617 bytes, 19869 examples
  • 下载大小: 224105260 bytes
  • 数据集大小: 378002544 bytes

17. relish

  • 特征:
    • query: struct
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: int64
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: int64
      • score: uint32
  • 分割:
    • evaluation: 338282942 bytes, 3190 examples
  • 下载大小: 171723654 bytes
  • 数据集大小: 338282942 bytes

18. same_author

  • 特征:
    • dataset: string
    • query: struct
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
      • score: uint32
  • 分割:
    • evaluation: 126843745 bytes, 13585 examples
    • train: 602167333 bytes, 67493 examples
    • validation: 84426967 bytes, 8996 examples
  • 下载大小: 104055242 bytes
  • 数据集大小: 813438045 bytes

19. scidocs_mag_mesh

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • authors: sequence: string
    • cited_by: sequence: string
    • references: sequence: string
    • year: int32
  • 分割:
    • evaluation: 74030118 bytes, 48473 examples
  • 下载大小: 47773142 bytes
  • 数据集大小: 74030118 bytes

20. scidocs_view_cite_read

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • authors: sequence: string
    • cited_by: sequence: string
    • references: sequence: string
    • year: int32
  • 分割:
    • evaluation: 240569108 bytes, 142009 examples
  • 下载大小: 159403764 bytes
  • 数据集大小: 240569108 bytes

21. search

  • 特征:
    • query: string
    • doc_id: string
    • candidates: list
      • doc_id: string
      • title: string
      • abstract: string
      • corpus_id: uint64
      • venue: string
      • year: float64
      • author_names: sequence: string
      • n_citations: int32
      • n_key_citations: int32
      • score: uint32
  • 分割:
    • evaluation: 39417912 bytes, 2637 examples
    • train: 6889691036 bytes, 399878 examples
    • validation: 1221360738 bytes, 75382 examples
  • 下载大小: 4495463131 bytes
  • 数据集大小: 8150469686 bytes

22. trec_covid

  • 特征:
    • query: string
    • doc_id: string
    • candidates: list
      • title: string
      • abstract: string
      • corpus_id: string
      • doc_id: string
      • date: string
      • doi: string
      • iteration: string
      • score: int32
  • 分割:
    • evaluation: 98757931 bytes, 50 examples
  • 下载大小: 52359825 bytes
  • 数据集大小: 98757931 bytes

23. tweet_mentions

  • 特征:
    • doc_id: string
    • corpus_id: uint64
    • title: string
    • abstract: string
    • index:
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