---
title: ShadML2 Article Classification
emoji: 👁
colorFrom: purple
colorTo: indigo
sdk: streamlit
sdk_version: 1.44.1
app_file: app.py
pinned: false
---

# Article Classifier

A scientific article classifier trained on the [arXiv Dataset](https://www.kaggle.com/datasets/neelshah18/arxivdataset).

## 🧠 Model

The model was obtained by fine-tuning the pretrained language model [`microsoft/deberta-v3-small`](https://huggingface.co/microsoft/deberta-v3-small) on arXiv abstracts.

## 📚 Dataset

The dataset includes:
- Article title  
- Abstract  
- Category  

Source: [https://www.kaggle.com/datasets/neelshah18/arxivdataset](https://www.kaggle.com/datasets/neelshah18/arxivdataset)

Only the categories *Computer Science*, *Physics*, *Math*, and *Biology* were retained.


Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference