jonathanbratt / jonathanbratt/RBERT

step_rbert_features

Open
#23 0 comments 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
R
Stars
166
Forks
19
PR merge metrics
No merged PRs in 30d

Description

I'm not sure yet if this should be inside RBERT or maybe integrated into [tidymodels/textrecipes](github.com/tidymodels/textrecipes), but we should make it easy to extract features from text in some sort of standard form using BERT checkpoints (within a recipes pipeline).

Contributor guide

Open the contributing guide

Research direction

Start by determining whether this belongs in RBERT or tidymodels/textrecipes, then define the standard feature representation and how it fits into a recipes pipeline. Done means the integration location, BERT checkpoint handling, and expected extracted features are specified clearly enough to implement.

Written by the indexing model from the issue text.

Assessment

Tech stack
r, tensorflow
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.