metif12/ARQMath-data-preprocessing

Preprocessed ARQMath competition datasets

ARQMath Data Preprocessing

This repository contains scripts for producting preprocessed ARQMath competition datasets:

• output_data/ARQMath_CLEF2020/Formulas/formula_*.V1.0.{tsv,failures}
  all formulae for the ARQMath competition,
• output_data/ARQMath_CLEF2020/Task1/Sample Topics/Formula_topics_*_V2.0.{tsv,failures}
  formulae from sample topics for task 1 of the ARQMath competition,
• output_data/ARQMath_CLEF2020/Task1/Topics/Formula_topics_*_V2.0.{tsv,failures}
  formulae from testing topics for task 1 of the ARQMath competition,
• output_data/ARQMath_CLEF2020/Task2/Formula_topics_*_V2.0.{tsv,failures}
  formulae from testing topics for task 2 of the ARQMath competition,
• output_data/ARQMath_CLEF2020/Collection/votes-qrels.V1.0.tsv
  our relevance judgements for task 1 of the ARQMath competition,
• output_data/ARQMath_CLEF2020/Collection/Posts_V1_0_*.json.gz
  the document collection for the ARQMath competition,
• output_data/arxiv-dataset-arXMLiv-08-2019/arxmliv_*_08_2019_*.json.gz.{json.gz,failures}
  tokenized documents and paragraphs from the arXMLiv 08.2019 dataset,
• output_data/ntcir/NTCIR11-Math/NTCIR11-Math2-queries-*-participants.{json,failures}
  tokenized topics from the NTCIR-11 Math-2 Task Main Subtask, and
• output_data/ntcir/NTCIR12-Math/NTCIR12-Math-queries-*-participants.{json,failures}
  tokenized topics from the NTCIR-12 MathIR Task ArXiv Main Subtask.
• output_data/ntcir/NTCIR12-Math-Wiki-Formula/NTCIR12-MathWikiFormula-queries-*-participants.{json,failures}
  tokenized topics from the NTCIR-12 MathIR Task MathWikiFormula Subtask.
• output_data/ntcir/NTCIR12-Math-Wiki-Formula/MathTagArticles_*.json.gz
  tokenized arXiv articles from the NTCIR-12 MathIR Task MathWikiFormula Subtask.

Downloading the preprocessed datasets

To download the preprocessed datasets, run the following commands:

$ pip install -r requirements.txt
$ dvc pull

Producing the preprocessed datasets

To produce the preprocessed datasets yourself,

• install LaTeXML version 0.8.4,
• install MathMLCan branch arqmath,
• install xmllint version 20904 ,
• update paths for MathMLCan and for the input datasets in scripts/configuration.py,
• run the following commands:

  $ pip install -r requirements.txt
  $ dvc repro