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Convert dataset to Parquet
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metadata
dataset_info:
  - config_name: biomimicry
    features:
      - name: doc_id
        dtype: string
      - name: doi
        dtype: string
      - name: corpus_id
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      - name: title
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      - name: abstract
        dtype: string
      - name: label
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      - name: venue
        dtype: string
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        num_examples: 10991
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    dataset_size: 16651415
  - config_name: cite_count
    features:
      - name: doc_id
        dtype: string
      - name: corpus_id
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      - name: title
        dtype: string
      - name: abstract
        dtype: string
      - name: venue
        dtype: string
      - name: n_citations
        dtype: int32
      - name: log_citations
        dtype: float32
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      - name: train
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      - name: validation
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  - config_name: cite_prediction
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      - name: query
        struct:
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          - name: title
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          - name: abstract
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          - name: sha
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          - name: corpus_id
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      - name: pos
        struct:
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          - name: title
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          - name: abstract
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          - name: sha
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          - name: corpus_id
            dtype: uint64
      - name: neg
        struct:
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          - name: title
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          - name: abstract
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          - name: sha
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          - name: corpus_id
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      - name: validation
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  - config_name: cite_prediction_aug2023refresh
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          - name: title
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          - name: corpus_id
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      - name: neg
        struct:
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          - name: abstract
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  - config_name: cite_prediction_new
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      - name: pos
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          - name: abstract
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      - name: neg
        struct:
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          - name: abstract
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          - name: corpus_id
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          - name: score
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  - config_name: drsm
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      - name: title
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      - name: abstract
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      - name: label_type
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      - name: label
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      - name: class
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  - config_name: feeds_1
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      - name: feed_id
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  - config_name: feeds_m
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        struct:
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      - name: feed_id
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  - config_name: feeds_title
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      - name: doc_id
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      - name: feed_id
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      - name: abbreviations
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      - name: candidates
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  - config_name: fos
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      - name: title
        dtype: string
      - name: abstract
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      - name: labels
        sequence: int32
      - name: labels_text
        sequence: string
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      - name: train
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      - name: validation
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  - config_name: high_influence_cite
    features:
      - name: query
        struct:
          - name: doc_id
            dtype: string
          - name: title
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          - name: abstract
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          - name: corpus_id
            dtype: uint64
      - name: candidates
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  - 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
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      - name: qualifier
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      - name: train
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    download_size: 4132614464
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  - 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
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          - name: score
            dtype: uint32
    splits:
      - name: evaluation
        num_bytes: 72184049
        num_examples: 323
    download_size: 74298528
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  - 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:
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  - 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
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  - 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:
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      - name: train
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    download_size: 411086891
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  - config_name: relish
    features:
      - name: query
        struct:
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            dtype: string
          - name: title
            dtype: string
          - name: abstract
            dtype: string
          - name: corpus_id
            dtype: int64
      - name: candidates
        list:
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          - name: corpus_id
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          - name: score
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    splits:
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  - config_name: same_author
    features:
      - name: dataset
        dtype: string
      - name: query
        struct:
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            dtype: string
          - name: title
            dtype: string
          - name: abstract
            dtype: string
          - name: corpus_id
            dtype: uint64
      - name: candidates
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          - name: corpus_id
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          - name: score
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    splits:
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      - name: train
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      - name: validation
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    download_size: 866210529
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  - 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
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  - config_name: scidocs_view_cite_read
    features:
      - name: doc_id
        dtype: string
      - name: corpus_id
        dtype: uint64
      - name: title
        dtype: string
      - name: abstract
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      - name: authors
        sequence: string
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      - name: references
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      - name: year
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    splits:
      - name: evaluation
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  - config_name: search
    features:
      - name: query
        dtype: string
      - name: doc_id
        dtype: string
      - name: candidates
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            dtype: string
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          - 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
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      - name: evaluation
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      - name: train
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      - name: validation
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    download_size: 9645292062
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  - config_name: trec_covid
    features:
      - name: query
        dtype: string
      - name: doc_id
        dtype: string
      - name: candidates
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          - name: corpus_id
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          - name: doc_id
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          - name: date
            dtype: string
          - name: doi
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          - name: iteration
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          - name: score
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    splits:
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        num_examples: 50
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  - config_name: tweet_mentions
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      - name: doc_id
        dtype: string
      - name: corpus_id
        dtype: uint64
      - name: title
        dtype: string
      - name: abstract
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      - name: index
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      - name: retweets
        dtype: float32
      - name: count
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      - name: mentions
        dtype: float32
    splits:
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configs:
  - config_name: fos
    data_files:
      - split: evaluation
        path: fos/evaluation-*
      - split: train
        path: fos/train-*
      - split: validation
        path: fos/validation-*