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- ---
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- dataset_info:
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- features:
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- - name: id
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- dtype: int64
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- - name: text
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- dtype: string
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- - name: metadata
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- dtype: string
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- - name: region_main_id
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- dtype: int64
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- - name: region_main
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- dtype: string
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- - name: region_sub_id
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- dtype: int64
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- - name: region_sub
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- dtype: string
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- - name: date_str
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- dtype: string
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- - name: date_min
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- dtype: float64
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- - name: date_max
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- dtype: float64
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- - name: date_circa
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- dtype: float64
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- - name: last_digit
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- dtype: string
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- - name: __index_level_0__
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- dtype: int64
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- splits:
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- - name: train
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- num_bytes: 52821262
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- num_examples: 70682
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- - name: validation
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- num_bytes: 6688781
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- num_examples: 8751
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- - name: test
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- num_bytes: 6514866
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- num_examples: 8769
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- download_size: 30227497
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- dataset_size: 66024909
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- configs:
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- - config_name: default
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- data_files:
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- - split: train
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- path: data/train-*
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- - split: validation
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- path: data/validation-*
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- - split: test
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- path: data/test-*
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ dataset_info:
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+ features:
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+ - name: id
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+ dtype: int64
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+ - name: text
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+ dtype: string
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+ - name: metadata
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+ dtype: string
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+ - name: region_main_id
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+ dtype: int64
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+ - name: region_main
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+ dtype: string
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+ - name: region_sub_id
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+ dtype: int64
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+ - name: region_sub
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+ dtype: string
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+ - name: date_str
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+ dtype: string
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+ - name: date_min
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+ dtype: float64
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+ - name: date_max
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+ dtype: float64
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+ - name: date_circa
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+ dtype: float64
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+ - name: last_digit
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+ dtype: string
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+ - name: __index_level_0__
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+ dtype: int64
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+ splits:
31
+ - name: train
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+ num_bytes: 52821262
33
+ num_examples: 70682
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+ - name: validation
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+ num_bytes: 6688781
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+ num_examples: 8751
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+ - name: test
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+ num_bytes: 6514866
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+ num_examples: 8769
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+ download_size: 30227497
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+ dataset_size: 66024909
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ - split: validation
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+ path: data/validation-*
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+ - split: test
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+ path: data/test-*
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+ license: apache-2.0
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+ tags:
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+ - ancient languages
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+ size_categories:
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+ - 10K<n<100K
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+ ---
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+ # Dataset Card for I.PHI
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+
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+ <!-- Provide a quick summary of the dataset. -->
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+
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+ This is the I.PHI dataset from the Nature article *"[Restoring and attributing ancient texts using deep neural networks](https://www.nature.com/articles/s41586-022-04448-z)"*.
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+ I.PHI contains geographical and chronological metadata for a cleaned subset of the [Packard Humanities Institute](https://inscriptions.packhum.org/) database of ancient Greek inscriptions.
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+ ## Dataset Details
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+
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+ ### Dataset Description
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+
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+ <!-- Provide a longer summary of what this dataset is. -->
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+
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+ - **Curated by:** Thea Sommerschield\*, Yannis Assael\*, Brendan Shillingford, Mahyar Bordbar, John Pavlopoulos, Marita Chatzipanagiotou, Ion Androutsopoulos, Jonathan Prag, Nando de Freitas
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+ - **Shared by:** George Baker
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+ - **Language(s) (NLP):** Ancient and Byzantine Greek
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+ - **License:** Apache 2.0
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+
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+ ### Dataset Sources
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+
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+ <!-- Provide the basic links for the dataset. -->
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+
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+ - **Repository:** [github.com/sommerschield/iphi](https://github.com/sommerschield/iphi)
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+ - **Paper:** [Restoring and attributing ancient texts using deep neural networks](https://www.nature.com/articles/s41586-022-04448-z)
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+
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+ ## Uses
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+
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+ <!-- Address questions around how the dataset is intended to be used. -->
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+
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+ I.PHI contains data for chronological attribution (dating), geographical attribution, and text restoration of Ancient and Byzantine Greek inscriptions.
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+
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+
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+ #### Data Collection and Processing
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+
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+ Duplicate inscriptions and inscriptions with fewer than 50 characters are dropped.
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+
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+ Note: this version contains slightly more examples than the number reported in the original article (70,682/8,751/8,769 instead of 63,014/7,783/7,811). This is likely due to additions to the [Packard Humanities Institute](https://inscriptions.packhum.org/) database from which the dataset is sourced.
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+
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+ ## Citation
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+
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+ <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
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+
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+ **BibTeX:**
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+
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+ ```@misc{sommerschield2021iphi,
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+ title={{I.PHI} dataset: ancient Greek inscriptions},
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+ author={Sommerschield*, Thea and Assael*, Yannis and Shillingford, Brendan and Bordbar, Mahyar and Pavlopoulos, John and Chatzipanagiotou, Marita and Androutsopoulos, Ion and Prag, Jonathan and de Freitas, Nando},
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+ howpublished = {\url{https://github.com/sommerschield/iphi}},
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+ year={2021}
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+ }
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+
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+ @article{assael2022restoring,
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+ title={Restoring and attributing ancient texts using deep neural networks},
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+ author={Assael, Yannis and Sommerschield, Thea and Shillingford, Brendan and Bordbar, Mahyar and Pavlopoulos, John and Chatzipanagiotou, Marita and Androutsopoulos, Ion and Prag, Jonathan and de Freitas, Nando},
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+ journal={Nature},
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+ volume={603},
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+ number={7900},
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+ pages={280--283},
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+ year={2022},
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+ publisher={Nature Publishing Group UK London}
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+ }
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+ ```
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+
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+
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+ ## Dataset Card Authors
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+
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+ This dataset card was written by George Baker.
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+
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+ ## Dataset Card Contact
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+
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+ george (dot) baker (at) colorado (dot) edu