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---
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/) |