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README.md
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---
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dataset_info:
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- config_name: financial
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features:
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- name: symbol
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dtype: string
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- name: date
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dtype: string
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- name: open
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dtype: float64
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- name: high
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dtype: float64
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- name: low
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dtype: float64
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- name: close
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dtype: float64
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- name: volume
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dtype: int64
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- name: adj_open
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dtype: float64
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- name: adj_high
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dtype: float64
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- name: adj_low
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dtype: float64
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- name: adj_close
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dtype: float64
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- name: adj_volume
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dtype: int64
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- name: div_cash
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dtype: float64
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splits:
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- name: train
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num_bytes: 133842081
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num_examples: 1226153
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download_size: 67236100
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dataset_size: 133842081
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- config_name: papers
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features:
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- name: conference
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dtype: string
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- name: abbr
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dtype: string
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- name: year
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dtype: int64
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- name: track
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dtype: string
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- name: title
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dtype: string
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- name: authors
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list: string
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- name: abstract
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dtype: string
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- name: paper_link
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dtype: string
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- name: bibtex_link
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dtype: string
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- name: supp_link
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dtype: string
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splits:
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- name: ACL
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num_bytes: 13095910
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num_examples: 12713
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- name: CVPR
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num_bytes: 26639149
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num_examples: 15573
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- name: ECCV
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num_bytes: 10044915
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num_examples: 6166
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- name: EMNLP
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num_bytes: 15181423
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num_examples: 12060
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- name: ICCV
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num_bytes: 10913481
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num_examples: 6444
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- name: ICLR
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num_bytes: 7882916
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num_examples: 5052
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- name: ICML
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num_bytes: 15934503
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num_examples: 10950
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- name: NAACL
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num_bytes: 3867915
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num_examples: 3621
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- name: NeurIPS
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num_bytes: 43450912
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num_examples: 24690
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download_size: 69330493
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dataset_size: 147011124
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configs:
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- config_name: financial
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data_files:
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- split: train
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path: financial/train-*
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- config_name: papers
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data_files:
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- split: ACL
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path: papers/ACL-*
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- split: CVPR
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path: papers/CVPR-*
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- split: ECCV
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path: papers/ECCV-*
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- split: EMNLP
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path: papers/EMNLP-*
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- split: ICCV
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path: papers/ICCV-*
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- split: ICLR
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path: papers/ICLR-*
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- split: ICML
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path: papers/ICML-*
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- split: NAACL
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path: papers/NAACL-*
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- split: NeurIPS
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path: papers/NeurIPS-*
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license: apache-2.0
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task_categories:
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- feature-extraction
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tags:
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- agent
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- code
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pretty_name: Instruct2DS
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---
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# Citation Information
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```
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@inproceedings{ma2025autodata,
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title={AutoData: A Multi-Agent System for Open Web Data Collection},
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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},
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booktitle={NeurIPS},
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year={2025}
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```
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