codertimo/BERT-pytorch

Making Wikipedia Corpus

Open

#42 opened on Oct 30, 2018

View on GitHub
 (1 comment) (2 reactions) (0 assignees)Python (5,757 stars) (1,252 forks)batch import
help wanted

Description

Building the same corpus with original paper. Please share your tips to preprocess and download the file. It would be great to share preprocessed data using dropbox or google drive etc.

Contributor guide

Tech stack
pythonpytorch
Domain
datamachine learning
Issue type
research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
mostly clear
Prerequisites
PythonNLP basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40
Research direction
Review the BERT paper's corpus preprocessing steps. Use Wikiextractor to download and clean Wikipedia dumps. Provide a script or guide to preprocess into required format. Consider sharing via cloud storage.