README.md

---
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**](https://github.com/papercopilot/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](https://papercopilot.com/)