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@@ -87,8 +87,9 @@ Fine-tuning์— ํ™œ์šฉํ•œ ๋ฒ ์ด์Šค ๋ชจ๋ธ ๋ฐ ํ•˜์ดํผ ํŒŒ๋ผ๋ฏธํ„ฐ๋Š” ๋‹ค์Œ
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  ## 4. Example
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  ์ด ๋ชจ๋ธ์€ Context๋ฅผ ์ธ์ฝ”๋”ฉํ•˜๋Š” ๋ชจ๋ธ๋กœ, Question ๋ชจ๋ธ๊ณผ ํ•จ๊ป˜ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
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- ๋™์ผํ•œ ์งˆ๋ณ‘์— ๊ด€ํ•œ ์งˆ๋ฌธ๊ณผ ํ…์ŠคํŠธ๊ฐ€ ๋†’์€ ์œ ์‚ฌ๋„๋ฅผ ๋ณด์ธ๋‹ค๋Š” ์‚ฌ์‹ค์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
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- ํ•™์Šต ๋ฐ์ดํ„ฐ์˜ ํŠน์„ฑ ์ƒ, ์˜ˆ์‹œ ๋ณด๋‹ค ์ •์ œ๋œ ์˜๋ฃŒ ํ…์ŠคํŠธ์— ๋Œ€ํ•ด ๋” ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
 
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  ```python
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  import numpy as np
@@ -144,6 +145,19 @@ Similarity between query and target 2: 0.0476
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  ## Citing
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  ```
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-
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
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  ## 4. Example
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  ์ด ๋ชจ๋ธ์€ Context๋ฅผ ์ธ์ฝ”๋”ฉํ•˜๋Š” ๋ชจ๋ธ๋กœ, Question ๋ชจ๋ธ๊ณผ ํ•จ๊ป˜ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.
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+ ๋™์ผํ•œ ์งˆ๋ณ‘์— ๊ด€ํ•œ ์งˆ๋ฌธ๊ณผ ํ…์ŠคํŠธ๊ฐ€ ๋†’์€ ์œ ์‚ฌ๋„๋ฅผ ๋ณด์ธ๋‹ค๋Š” ์‚ฌ์‹ค์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
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+
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+ (โ€ป ํ•™์Šต ๋ฐ์ดํ„ฐ์˜ ํŠน์„ฑ ์ƒ ์˜ˆ์‹œ ๋ณด๋‹ค ์ •์ œ๋œ ํ…์ŠคํŠธ์— ๋Œ€ํ•ด ๋” ์ž˜ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.)
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  ```python
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  import numpy as np
 
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  ## Citing
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  ```
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+ @inproceedings{liu2021self,
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+ title={Self-Alignment Pretraining for Biomedical Entity Representations},
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+ author={Liu, Fangyu and Shareghi, Ehsan and Meng, Zaiqiao and Basaldella, Marco and Collier, Nigel},
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+ booktitle={Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
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+ pages={4228--4238},
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+ month = jun,
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+ year={2021}
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+ }
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+ @article{karpukhin2020dense,
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+ title={Dense Passage Retrieval for Open-Domain Question Answering},
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+ author={Vladimir Karpukhin, Barlas OฤŸuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih},
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+ journal={Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
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+ year={2020}
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+ }
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  ```
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