pytorch/text

Add OntoNotes to the possibles dataset

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#730 opened on Apr 8, 2020

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help wanted

Description

馃殌 Feature

Add Ontonotes https://catalog.ldc.upenn.edu/LDC2013T19 dataset. Motivation

It's a great dataset, with 18 different entities which is much more than other available dataset and on 3 major languages. Pitch

Be able to load ontonotes as the other datasets already availables. Alternatives

Let people do their custom dataloader (which is long). This kind of automation will help lot of peoples.

Additional context

Long live pytorch (and torchaudio and torchtext and all the submodules <3)

Contributor guide

Tech stack
python
Domain
datamachine learning
Issue type
feature
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.
1-2 days
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
PyTorch basicsPythonNLP dataset formats
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30
Research direction
Examine existing dataset loaders in torchtext, e.g., in torchtext.datasets. Understand the OntoNotes data format (likely CONLL style). Implement a new dataset class following the same pattern. Consider adding tests and documentation.
Add OntoNotes to the possibles dataset 路 pytorch/text#730 | Good First Issue