Maitreyapatel/reliability-checklist

Parrot produces very similar augmentations on Twitter 140k dataset

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#57 opened on Mar 17, 2023

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good first issue

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Description

Describe the bug Parrot produces similar augmentations on Twitter 140k

To Reproduce Look at : https://github.com/Maitreyapatel/reliability-score/blob/develop/data/parrot_sentiment140.csv

Contributor guide

Research direction
Investigate why Parrot generates similar augmentations for the Twitter 140k dataset; check randomness seed, model parameters, and sampling strategy.
Tech stack
python
Domain
machine learningai
Issue type
Bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
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.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70