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--- |
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license: mit |
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language: |
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- ko |
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metrics: |
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- f1 |
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library_name: transformers |
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tags: |
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- bert |
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- ruber |
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- open-domain |
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- chit-chat |
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- evaluation |
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--- |
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# Model Card for Model ID |
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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. |
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## Model Details |
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The model consists of the BERT encoder for contextualized embedding and an additional multi-layer classifier. |
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For pooling, this model uses the max pooling. |
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The details can be found on the original paper: https://arxiv.org/pdf/1904.10635 |
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### Model Description |
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- **Developed by:** devjwsong |
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- **Model type:** BertModel + MLP |
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- **Language(s) (NLP):** Korean |
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- **License:** MIT |
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- **Finetuned from model [optional]:** klue/bert-base (https://huggingface.co/klue/bert-base) |
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### Model Sources [optional] |
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<!-- Provide the basic links for the model. --> |
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- **Repository:** https://github.com/devjwsong/bert-ruber-kor-pytorch |
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- **Paper:** https://arxiv.org/pdf/1904.10635 |
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## Citation |
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. --> |
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- 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. |
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- 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. |
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## Model Card Authors |
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Jaewoo (Kyle) Song |
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## Model Card Contact |
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- devjwsong@gmail.com |
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- https://github.com/devjwsong |
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- https://www.linkedin.com/in/jaewoo-song-13b375196 |
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