The-AI-Alliance/trust-safety-evals

Evaluate LangFair as a tool for evaluations and ideas for the taxonomy

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#32 opened on Jan 13, 2025

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evaluationshelp wantedtaxonomy

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Description

https://github.com/cvs-health/langfair

A project of the CVS data science team.

Contributor guide

Research direction
Review LangFair's documentation and examples, then evaluate its applicability for fairness evaluations and propose taxonomy extensions.
Tech stack
python
Domain
aimachine learning
Issue type
Research
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.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonAI fairness concepts
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60