facebookresearch / facebookresearch/AugLy
Paraphrasing using AugLy
- Dominant language
- Python
- Stars
- 5.1k
- Forks
- 312
- PR merge metrics
- No merged PRs in 30d
Description
## 🚀 Feature
As i was going thru AugLy i didn't found anything that can paraphrase a sentence and can create 2-3 sentence from 1 as xlnet does in nlpaug library. If it is already available in AugLy can you please mention the same?
## Motivation
As i have less data to train. So Augmentation with paraphrasing will help me create more data and will let me train the model.
## Pitch
I want one sentence to be paraphrase in how many number of sentence i want. For example if i give n=3, Function should produce 3 sentences from 1 sentence which have similar meaning(paraphrased basically)
Contributor guide
Research direction
Start by reviewing AugLy’s existing text augmentations and compare them with the XLNet paraphrasing capability described from nlpaug. Confirm whether paraphrasing is already available; if not, define how an input sentence and a requested count should produce multiple meaning-preserving sentences, along with the tests needed to demonstrate that behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100