|
--- |
|
license: mit |
|
language: |
|
- ko |
|
metrics: |
|
- f1 |
|
library_name: transformers |
|
tags: |
|
- bert |
|
- ruber |
|
- open-domain |
|
- chit-chat |
|
- evaluation |
|
--- |
|
# Model Card for Model ID |
|
|
|
This model is fine-tuned version of KLUE BERT (https://huggingface.co/klue/bert-base) for the open-domain dialogue evaluation based on the original BERT-RUBER(https://arxiv.org/pdf/1904.10635) architecture. |
|
|
|
## Model Details |
|
|
|
The model consists of the BERT encoder for contextualized embedding and an additional multi-layer classifier. For pooling, this model uses the embedding of CLS token. |
|
|
|
The details can be found on the original paper: https://arxiv.org/pdf/1904.10635 |
|
|
|
### Model Description |
|
|
|
- **Developed by:** devjwsong |
|
- **Model type:** BertModel + MLP |
|
- **Language(s) (NLP):** Korean |
|
- **License:** MIT |
|
- **Finetuned from model [optional]:** klue/bert-base (https://huggingface.co/klue/bert-base) |
|
- |
|
### Model Sources [optional] |
|
|
|
<!-- Provide the basic links for the model. --> |
|
|
|
- **Repository:** https://github.com/devjwsong/bert-ruber-kor-pytorch |
|
- **Paper:** https://arxiv.org/pdf/1904.10635 |
|
|
|
## Citation |
|
|
|
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. --> |
|
- Ghazarian, S., Wei, J. T. Z., Galstyan, A., & Peng, N. (2019). Better automatic evaluation of open-domain dialogue systems with contextualized embeddings. arXiv preprint arXiv:1904.10635. |
|
- Park, S., Moon, J., Kim, S., Cho, W. I., Han, J., Park, J., ... & Cho, K. (2021). Klue: Korean language understanding evaluation. arXiv preprint arXiv:2105.09680. |
|
|
|
## Model Card Authors |
|
|
|
Jaewoo (Kyle) Song |
|
|
|
## Model Card Contact |
|
|
|
- devjwsong@gmail.com |
|
- https://github.com/devjwsong |
|
- https://www.linkedin.com/in/jaewoo-song-13b375196 |
|
|
