README.md

metadata

dataset_info:
  features:
    - name: pdf
      dtype: string
    - name: aff
      dtype: string
    - name: year
      dtype: string
    - name: technical_novelty_avg
      dtype: float64
    - name: video
      dtype: string
    - name: doi
      dtype: string
    - name: presentation_avg
      dtype: float64
    - name: proceeding
      dtype: string
    - name: presentation
      dtype: string
    - name: sess
      dtype: string
    - name: technical_novelty
      dtype: string
    - name: arxiv
      dtype: string
    - name: author
      dtype: string
    - name: site
      dtype: string
    - name: keywords
      dtype: string
    - name: oa
      dtype: string
    - name: empirical_novelty_avg
      dtype: float64
    - name: poster
      dtype: string
    - name: openreview
      dtype: string
    - name: conference
      dtype: string
    - name: corr_rating_confidence
      dtype: float64
    - name: corr_rating_correctness
      dtype: float64
    - name: project
      dtype: string
    - name: track
      dtype: string
    - name: rating_avg
      dtype: float64
    - name: rating
      dtype: string
    - name: correctness
      dtype: string
    - name: slides
      dtype: string
    - name: title
      dtype: string
    - name: github
      dtype: string
    - name: authors
      dtype: string
    - name: correctness_avg
      dtype: float64
    - name: confidence_avg
      dtype: float64
    - name: status
      dtype: string
    - name: confidence
      dtype: string
    - name: empirical_novelty
      dtype: string
  splits:
    - name: train
      num_bytes: 50770708
      num_examples: 88224
  download_size: 16150671
  dataset_size: 50770708
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
size_categories:
  - 10K<n<100K
license: apache-2.0

paperlists Dataset

Dataset Details

This dataset contains the list of scientific papers accepted at one of these conferences:

• CVPR (Computer Vision and Pattern Recognition)
• ICCV (International Conference on Computer Vision)
• ECCV (European Conference on Computer Vision)
• CoRL (Conference on Robot Learning)
• ICLR (International Conference on Learning Representations)
• ICML (International Conference on Machine Learning)
• NeurIPS (Conference on Neural Information Processing Systems)
• SIGGRAPH (Special Interest Group on Graphics and Interactive Techniques)
• EMNLP (Conference on Empirical Methods in Natural Language Processing)

From 2006 to the present (depending on the conferences)

Dataset Sources

The data comes from the paperlists repository

Uses

This dataset can be used to produce statistics on papers accepted at TOP-tier AI conferences

Data Collection and Processing

Please note, this is a raw dataset that has undergone little transformation. All fields are original except youtube which was merged into video and id, psid and ssid* which were deleted

Bias, Risks, and Limitations

The data is limited both by conference type and by year They are raw and have a lot of unspecified value

Citation

Paper Copilot