tonic-arxiv
#3
by
Tonic
- opened
- README.md +30 -6
- data/{train.parquet → train-00000-of-00014.parquet} +2 -2
- data/train-00001-of-00014.parquet +3 -0
- data/train-00002-of-00014.parquet +3 -0
- data/train-00003-of-00014.parquet +3 -0
- data/train-00004-of-00014.parquet +3 -0
- data/train-00005-of-00014.parquet +3 -0
- data/train-00006-of-00014.parquet +3 -0
- data/train-00007-of-00014.parquet +3 -0
- data/train-00008-of-00014.parquet +3 -0
- data/train-00009-of-00014.parquet +3 -0
- data/train-00010-of-00014.parquet +3 -0
- data/train-00011-of-00014.parquet +3 -0
- data/train-00012-of-00014.parquet +3 -0
- data/train-00013-of-00014.parquet +3 -0
README.md
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---
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license: cc-by-nc-sa-4.0
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size_categories:
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- 10K<n<100K
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---
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## Arxiver Dataset
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Arxiver consists of
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We hope our dataset will be useful for various applications such as semantic search, domain specific language modeling, question answering and summarization.
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## Curation
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The Arxiver dataset is created using a neural OCR - [Nougat](https://facebookresearch.github.io/nougat/). After OCR processing, we apply custom text processing steps to refine the data. This includes extracting author information, removing reference sections, and performing additional cleaning and formatting.
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## Using Arxiver
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You can easily download and use the arxiver dataset with Hugging Face's [datasets](https://huggingface.co/datasets) library.
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```py
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from datasets import load_dataset
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# whole dataset takes
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dataset = load_dataset("neuralwork/arxiver")
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print(dataset)
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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: string
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- name: title
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dtype: string
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- name: abstract
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dtype: string
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- name: authors
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dtype: string
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- name: published_date
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dtype: string
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- name: link
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dtype: string
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- name: markdown
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dtype: string
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splits:
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- name: train
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num_bytes: 6952989384
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num_examples: 138380
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download_size: 3232936300
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dataset_size: 6952989384
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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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license: cc-by-nc-sa-4.0
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---
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## Arxiver Dataset
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Arxiver consists of 138,830 [arXiv](https://arxiv.org/) papers converted to multi-markdown (**.mmd**) format. Our dataset includes original arXiv article IDs, titles, abstracts, authors, publication dates, URLs and corresponding markdown files published between January 2023 and October 2023.
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We hope our dataset will be useful for various applications such as semantic search, domain specific language modeling, question answering and summarization.
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## Curation
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The Arxiver dataset is created using a neural OCR - [Nougat](https://facebookresearch.github.io/nougat/). After OCR processing, we apply custom text processing steps to refine the data. This includes extracting author information, removing reference sections, and performing additional cleaning and formatting.
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## Using Arxiver
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You can easily download and use the arxiver dataset with Hugging Face's [datasets](https://huggingface.co/datasets) library.
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```py
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from datasets import load_dataset
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# whole dataset takes 3.3GB
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dataset = load_dataset("neuralwork/arxiver")
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print(dataset)
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```
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data/{train.parquet → train-00000-of-00014.parquet}
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