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README.md
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license: mit
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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 (devjwsong)
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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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