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README.md
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@@ -29,6 +29,19 @@ For the model, I used BERT, which is one of the most famous natural language pro
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## Dataset
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### Wikipedia
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https://en.wikipedia.org/wiki/Main_Page
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๋ชจ๋ธ์ ๊ฒฝ์ฐ ์์ฐ์ด ์ฒ๋ฆฌ ๋ชจ๋ธ ์ค ๊ฐ์ฅ ์ ๋ช
ํ Google์์ ๊ฐ๋ฐํ BERT๋ฅผ ์ฌ์ฉํ์ต๋๋ค. ์์ธํ ์ค๋ช
์ ์ ์ฌ์ดํธ๋ฅผ ์ฐธ๊ณ ํ์๊ธฐ ๋ฐ๋๋๋ค. ์ง์์๋ต์ด ์ฃผ์ธ ๊ณผ์ธ ์ ์๋๋ต๊ฒ, BERT ์ค์์๋ ์ง์์๋ต์ ํนํ๋ Question and Answering ๋ชจ๋ธ์ ์ฌ์ฉํ์์ต๋๋ค. ๋ถ๋ฌ์ค๋ ๋ฒ์ ๋ค์๊ณผ ๊ฐ์ต๋๋ค.
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```
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from transformers import BertForQuestionAnswering
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model = BertForQuestionAnswering.from_pretrained("bert-base-uncased")
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```
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## Dataset
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### Wikipedia
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https://en.wikipedia.org/wiki/Main_Page
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```
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https://huggingface.co/CountingMstar/ai-tutor-bert-model
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Afterwards, I fine-tuned the original BertForQuestionAnswering model using the artificial intelligence-related datasets for my project on creating an AI tutoring model. You can find the fine-tuned AI Tutor BERT model at the link provided, and the usage in Python is as follows.
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```
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from transformers import BertForQuestionAnswering
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model = BertForQuestionAnswering.from_pretrained("CountingMstar/ai-tutor-bert-model")
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```
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## Dataset
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### Wikipedia
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https://en.wikipedia.org/wiki/Main_Page
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๋ชจ๋ธ์ ๊ฒฝ์ฐ ์์ฐ์ด ์ฒ๋ฆฌ ๋ชจ๋ธ ์ค ๊ฐ์ฅ ์ ๋ช
ํ Google์์ ๊ฐ๋ฐํ BERT๋ฅผ ์ฌ์ฉํ์ต๋๋ค. ์์ธํ ์ค๋ช
์ ์ ์ฌ์ดํธ๋ฅผ ์ฐธ๊ณ ํ์๊ธฐ ๋ฐ๋๋๋ค. ์ง์์๋ต์ด ์ฃผ์ธ ๊ณผ์ธ ์ ์๋๋ต๊ฒ, BERT ์ค์์๋ ์ง์์๋ต์ ํนํ๋ Question and Answering ๋ชจ๋ธ์ ์ฌ์ฉํ์์ต๋๋ค. ๋ถ๋ฌ์ค๋ ๋ฒ์ ๋ค์๊ณผ ๊ฐ์ต๋๋ค.
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```
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from transformers import BertForQuestionAnswering
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model = BertForQuestionAnswering.from_pretrained("bert-base-uncased")
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```
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https://huggingface.co/CountingMstar/ai-tutor-bert-model
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์ดํ ์ค๋ฆฌ์ง๋ BertForQuestionAnswering ๋ชจ๋ธ์ ์ด ํ๋ก์ ํธ ์ฃผ์ ์ธ ์ธ๊ณต์ง๋ฅ ๊ณผ์ธ ์ ์๋ ๋ชจ๋ธ๋ก ๋ง๋ค๊ธฐ ์ํด ์๋์ ์ธ๊ณต์ง๋ฅ ๊ด๋ จ ๋ฐ์ดํฐ์
์ผ๋ก ํ์ธํ๋์ ํด์คฌ์ต๋๋ค. ์ด๋ ๊ฒ ํ์ธํ๋๋ AI Tutor BERT ๋ชจ๋ธ์ ์ ๋งํฌ์์ ์ฐพ์๋ณด์ค ์ ์์ผ๋ฉฐ, ํ์ด์ฌ์์์ ์ฌ์ฉ๋ฐฉ๋ฒ์ ์๋์ ๊ฐ์ต๋๋ค.
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```
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from transformers import BertForQuestionAnswering
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model = BertForQuestionAnswering.from_pretrained("CountingMstar/ai-tutor-bert-model")
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```
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## Dataset
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### Wikipedia
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https://en.wikipedia.org/wiki/Main_Page
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