README.md

---
license: mit
language:
- ko
pipeline_tag: text-classification
---

# 텍스트 기반 발화자 인식 모델

텍스트, 특히 소설에서 등장인물을 인식하고 인용문의 발화자를 추출하는 모델입니다.

`GitHub Repository`: https://github.com/Novel-Transformation-for-You/service.git 

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6225c3f0a8218a9b862b17bb/clPpUv1gsNde9CW6smgtD.png)


### 팀원
|||||||
|:-:|:-:|:-:|:-:|:-:|:-:|
|<a href="https://github.com/kangminhyeok02"><img src="https://avatars.githubusercontent.com/u/110012174?v=4" width="100" height="100"></a>|<a href="https://github.com/duwjd"><img src="https://avatars.githubusercontent.com/u/31474225?v=4" width="100" height="100"></a>|<a href="https://github.com/yuneun92"><img src="https://avatars.githubusercontent.com/u/101092482?v=4" width="100" height="100"></a>|<a href="https://github.com/Hawon-Lee"><img src="https://avatars.githubusercontent.com/u/136240081?v=4" width="100" height="100"></a>|<a href="https://github.com/07LEE"><img src="https://avatars.githubusercontent.com/u/95900411?v=4" width="100" height="100"></a>|<a href="https://github.com/SeungHoJUN"><img src="https://avatars.githubusercontent.com/u/89953442?v=4" width="100" height="100"></a>|


### 시스템 구성도


![image/png](https://cdn-uploads.huggingface.co/production/uploads/6225c3f0a8218a9b862b17bb/Pxpv-b10ryAU1TkdiWIgV.png)

### 모델 정보
1. Base model: koRoBERTa
2. NER model: 한국해양대학교 NER 모델 (MIT License)  https://github.com/kmounlp/NER
   
```
max_seq_length = 512
```