asyml / asyml/forte

Add abbreviation replacement data augmentation

Open
#736 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
253
Forks
59
PR merge metrics
No merged PRs in 30d

Description

**Describe the solution you'd like**
Add a new replacement-based data augmentation method that replaces phrases with abbreviations.

**Additional context**
Original method [here](https://github.com/GEM-benchmark/NL-Augmenter/tree/main/transformations/abbreviation_transformation)

Contributor guide

Open the contributing guide

Research direction

Start by reviewing the repository's existing data augmentation or transformation entry points, then compare the requested behavior with the linked GEM-Benchmark abbreviation_transformation implementation. Add the abbreviation replacement augmentation and verify that its behavior matches the referenced method using the project's available tests.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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