metadata
title: Systematic Error Analysis and Labeling
emoji: 🦭
colorFrom: yellow
colorTo: pink
sdk: streamlit
sdk_version: 1.10.0
app_file: app.py
pinned: false
license: apache-2.0
SEAL
Systematic Error Analysis and Labeling (SEAL) is an interactive tool for discovering systematic errors in NLP models via clustering on high-loss example groups and semantic labeling for interpretability of those error-groups. It supports fine-grained analytical visualization for interactively zooming into potential systematic bugs and features for crafting prompts to label those bugs semantically.
Table of Contents
Installation
Please use python>=3.8 since some dependencies require that for installation.
git clone https://huggingface.co/spaces/nazneen/seal
cd seal
pip install --upgrade pip
pip install -r requirements.txt
Quickstart
streamlit run app.py