README.md

metadata

dataset_info:
  - config_name: financial
    features:
      - name: symbol
        dtype: string
      - name: date
        dtype: string
      - name: open
        dtype: float64
      - name: high
        dtype: float64
      - name: low
        dtype: float64
      - name: close
        dtype: float64
      - name: volume
        dtype: int64
      - name: adj_open
        dtype: float64
      - name: adj_high
        dtype: float64
      - name: adj_low
        dtype: float64
      - name: adj_close
        dtype: float64
      - name: adj_volume
        dtype: int64
      - name: div_cash
        dtype: float64
    splits:
      - name: train
        num_bytes: 133842081
        num_examples: 1226153
    download_size: 67236100
    dataset_size: 133842081
  - config_name: papers
    features:
      - name: conference
        dtype: string
      - name: abbr
        dtype: string
      - name: year
        dtype: int64
      - name: track
        dtype: string
      - name: title
        dtype: string
      - name: authors
        list: string
      - name: abstract
        dtype: string
      - name: paper_link
        dtype: string
      - name: bibtex_link
        dtype: string
      - name: supp_link
        dtype: string
    splits:
      - name: ACL
        num_bytes: 13095910
        num_examples: 12713
      - name: CVPR
        num_bytes: 26639149
        num_examples: 15573
      - name: ECCV
        num_bytes: 10044915
        num_examples: 6166
      - name: EMNLP
        num_bytes: 15181423
        num_examples: 12060
      - name: ICCV
        num_bytes: 10913481
        num_examples: 6444
      - name: ICLR
        num_bytes: 7882916
        num_examples: 5052
      - name: ICML
        num_bytes: 15934503
        num_examples: 10950
      - name: NAACL
        num_bytes: 3867915
        num_examples: 3621
      - name: NeurIPS
        num_bytes: 43450912
        num_examples: 24690
    download_size: 69330493
    dataset_size: 147011124
configs:
  - config_name: financial
    data_files:
      - split: train
        path: financial/train-*
  - config_name: papers
    data_files:
      - split: ACL
        path: papers/ACL-*
      - split: CVPR
        path: papers/CVPR-*
      - split: ECCV
        path: papers/ECCV-*
      - split: EMNLP
        path: papers/EMNLP-*
      - split: ICCV
        path: papers/ICCV-*
      - split: ICLR
        path: papers/ICLR-*
      - split: ICML
        path: papers/ICML-*
      - split: NAACL
        path: papers/NAACL-*
      - split: NeurIPS
        path: papers/NeurIPS-*
license: apache-2.0
task_categories:
  - feature-extraction
tags:
  - agent
  - code
pretty_name: Instruct2DS

Citation Information

@inproceedings{ma2025autodata,
  title={AutoData: A Multi-Agent System for Open Web Data Collection},
  author={Ma, Tianyi and Qian, Yiyue and Zhang, Zheyuan and Wang, Zehong and Qian, Xiaoye and Bai, Feifan and Ding, Yifan and Luo, Xuwei and Zhang, Shinan and Murugesan, Keerthiram and others},
  booktitle={NeurIPS},
  year={2025}