---
language:
- zh
license: mit
library_name: scikit-learn
tags:
- text-classification
- sentence-transformers
- embeddings
- paleography
---

# Paleography Web Text Triage Classifier

This repository contains the final Logistic Regression classifier for the Paleography Web Text Triage project.

The model classifies short Chinese paleography-related snippets into four labels:

| Label | Meaning |
|---|---|
| `ksd` | Scholarly discussion |
| `kpt` | Primary transcription |
| `kde` | Dictionary/reference entry |
| `noise` | Noise or irrelevant text |

## Method

The system uses `intfloat/multilingual-e5-small` to encode each text snippet with the prefix:

```text
passage: {text}