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        "author": "Kevin Jacobs",
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        "description": "# CiteXtract\n\n[![Read the Docs](https://img.shields.io/readthedocs/citextract.svg)](https://citextract.readthedocs.io/en/latest/)\n[![CircleCI](https://img.shields.io/circleci/build/github/kmjjacobs/citextract/master.svg)](https://circleci.com/gh/kmjjacobs/citextract/tree/master)\n[![Docker Cloud Build Status](https://img.shields.io/docker/cloud/build/kmjjacobs/citextract.svg)](https://cloud.docker.com/repository/docker/kmjjacobs/citextract)\n[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/citextract.svg)](https://img.shields.io/pypi/pyversions/citextract.svg)\n\n[CiteXtract](https://www.citextract.com/) - Bringing structure to the papers on ArXiv.\n\n## Getting started\n\nIn order to install CiteXtract, run the following command:\n\n```bash\npip install citextract\n```\n\n### Extracting references\n\nThen, one can extract references from a text using the RefXtract model:\n\n```python\nfrom citextract.models.refxtract import RefXtractor\n\nrefxtractor = RefXtractor().load()\ntext = \"\"\"This is a test sentence.\\n[1] Jacobs, K. 2019. This is a test title. In Proceedings of Some Journal.\"\"\"\nrefs = refxtractor(text)\nprint(refs)\n```\n\nIt gives the following output:\n\n```python\n['[1] Jacobs, K. 2019. This is a test title. In Proceedings of Some Journal.']\n```\n\nUnder the hood, a trained neural network extracts reference boundaries and extracts the references by using these boundaries.\n\n### Extracting titles\n\nUsing the found references, titles can be extracted by using the TitleXtract model:\n\n```python\nfrom citextract.models.titlextract import TitleXtractor\n\ntitlextractor = TitleXtractor().load()\nref = \"\"\"[1] Jacobs, K. 2019. This is a test title. In Proceedings of Some Journal.\"\"\"\ntitle = titlextractor(ref)\nprint(title)\n```\n\nIt gives the following output:\n\n```python\n'This is a test title.'\n```\n\nHere, a trained neural network extracts the titles from the given reference.\n\n### Converting an arXiv PDF to text\n\nThere is a utility available which takes an arXiv URL and converts it to text:\n\n```python\nfrom citextract.utils.pdf import convert_pdf_url_to_text\n\npdf_url = 'https://arxiv.org/pdf/some_file.pdf'\ntext = convert_pdf_url_to_text(pdf_url)\nprint(text)\n```\n\n",
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