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--- |
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dataset_info: |
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features: |
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- name: pdf |
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dtype: string |
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- name: aff |
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dtype: string |
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- name: year |
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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 |
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download_size: 16150671 |
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dataset_size: 50770708 |
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configs: |
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- config_name: default |
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data_files: |
|
- split: train |
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path: data/train-* |
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size_categories: |
|
- 10K<n<100K |
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license: apache-2.0 |
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--- |
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# paperlists Dataset |
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## Dataset Details |
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This dataset contains the list of scientific papers accepted at one of these conferences: |
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* CVPR (Computer Vision and Pattern Recognition) |
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* ICCV (International Conference on Computer Vision) |
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* ECCV (European Conference on Computer Vision) |
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* CoRL (Conference on Robot Learning) |
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* ICLR (International Conference on Learning Representations) |
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* ICML (International Conference on Machine Learning) |
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* NeurIPS (Conference on Neural Information Processing Systems) |
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* SIGGRAPH (Special Interest Group on Graphics and Interactive Techniques) |
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* EMNLP (Conference on Empirical Methods in Natural Language Processing) |
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From 2006 to the present (depending on the conferences) |
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### Dataset Sources |
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The data comes from the [**paperlists**](https://github.com/papercopilot/paperlists) repository |
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## Uses |
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This dataset can be used to produce statistics on papers accepted at TOP-tier AI conferences |
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#### Data Collection and Processing |
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Please note, this is a **raw dataset** that has undergone little transformation. |
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All fields are original except *youtube* which was merged into *video* and *id, psid and ssid** which were deleted |
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## Bias, Risks, and Limitations |
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The data is **limited both by conference type and by year** |
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They are raw and have **a lot of unspecified value** |
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## Citation |
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[Paper Copilot](https://papercopilot.com/) |
