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@@ -32,11 +32,13 @@ generation_api = GenerationAPI('mt5-small-3task-highlight-tquad2')
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  ## Citation 📜
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  ```
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- @article{akyon2021automated,
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- title={Automated question generation and question answering from Turkish texts using text-to-text transformers},
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- author={Akyon, Fatih Cagatay and Cavusoglu, Devrim and Cengiz, Cemil and Altinuc, Sinan Onur and Temizel, Alptekin},
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- journal={arXiv preprint arXiv:2111.06476},
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- year={2021}
 
 
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  }
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  ```
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@@ -46,7 +48,7 @@ generation_api = GenerationAPI('mt5-small-3task-highlight-tquad2')
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  **Downstream-task:** Extractive QA/QG, Answer Extraction
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  **Training data:** TQuADv2-train
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  **Code:** https://github.com/obss/turkish-question-generation
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- **Paper:** https://arxiv.org/abs/2111.06476
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  ## Hyperparameters
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  ```
 
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  ## Citation 📜
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  ```
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+ @article{akyon2022questgen,
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+ author = {Akyon, Fatih Cagatay and Cavusoglu, Ali Devrim Ekin and Cengiz, Cemil and Altinuc, Sinan Onur and Temizel, Alptekin},
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+ doi = {10.3906/elk-1300-0632.3914},
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+ journal = {Turkish Journal of Electrical Engineering and Computer Sciences},
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+ title = {{Automated question generation and question answering from Turkish texts}},
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+ url = {https://journals.tubitak.gov.tr/elektrik/vol30/iss5/17/},
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+ year = {2022}
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  }
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  ```
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  **Downstream-task:** Extractive QA/QG, Answer Extraction
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  **Training data:** TQuADv2-train
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  **Code:** https://github.com/obss/turkish-question-generation
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+ **Paper:** https://journals.tubitak.gov.tr/elektrik/vol30/iss5/17/
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  ## Hyperparameters
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  ```