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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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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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+
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+ ## Model Details
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+
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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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+
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+ The details can be found on the original paper: https://arxiv.org/pdf/1904.10635
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+
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+ ### Model Description
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+
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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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+ -
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+ ### Model Sources [optional]
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+
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+ <!-- Provide the basic links for the model. -->
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+
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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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+
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+ ## Citation
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+
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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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+
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+ ## Model Card Authors
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+
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+ Jaewoo (Kyle) Song (devjwsong)
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+
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+ ## Model Card Contact
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+
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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