scirepeval / README.md
Amanpreet Singh
search config updated
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metadata
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: 16651415
        num_examples: 10991
    download_size: 17437012
    dataset_size: 16651415
  - 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: 378454118
    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: 3287219740
    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: 2147428459
    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: 25842249246
    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: 12756487
        num_examples: 8813
    download_size: 13449713
    dataset_size: 12756487
  - 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: 683428084
    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: 3149789722
    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: 3120117992
        num_examples: 2069065
      - name: validation
        num_bytes: 390161743
        num_examples: 258678
    download_size: 4132614464
    dataset_size: 3900458258
  - 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: 74298528
    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: 76005931
        num_examples: 73364
    download_size: 88124286
    dataset_size: 76005931
  - 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: 18233728
        num_examples: 12668
    download_size: 19647506
    dataset_size: 18233728
  - 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: 411086891
    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: 350349387
    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: 126843751
        num_examples: 13585
      - name: train
        num_bytes: 602167355
        num_examples: 67493
      - name: validation
        num_bytes: 84426970
        num_examples: 8996
    download_size: 866210529
    dataset_size: 813438076
  - 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: 74027498
        num_examples: 48473
    download_size: 109426986
    dataset_size: 74027498
  - 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: 240557104
        num_examples: 142009
    download_size: 949184683
    dataset_size: 240557104
  - 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: 9645292062
    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: 104449690
    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: 28533162
    dataset_size: 25895172