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@@ -92,8 +92,7 @@ The ENA is detailed in the paper *Earthwork Network Architecture (ENA): Research
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  - **Performance Trade-Offs**: LLMs provide high accuracy but require significant computational resources compared to other models.
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  ## Coming Soon
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- - Source codes for ENA models.
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- - Step-by-step tutorials for dataset preparation and model training.
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  ## License
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  This project is licensed under the MIT License.
@@ -101,4 +100,6 @@ This project is licensed under the MIT License.
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  ## Citation
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  If you use this repository, please cite:
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  Kang, T.; Kang, K. [Earthwork Network Architecture (ENA): Research for Earthwork Quantity Estimation Method Improvement with Large Language Models](https://www.mdpi.com/2076-3417/14/22/10517). Appl. Sci. 2024, 14, 10517.
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- https://doi.org/10.3390/app142210517
 
 
 
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  - **Performance Trade-Offs**: LLMs provide high accuracy but require significant computational resources compared to other models.
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  ## Coming Soon
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+ - Source codes for ENA models train.
 
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  ## License
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  This project is licensed under the MIT License.
 
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  ## Citation
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  If you use this repository, please cite:
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  Kang, T.; Kang, K. [Earthwork Network Architecture (ENA): Research for Earthwork Quantity Estimation Method Improvement with Large Language Models](https://www.mdpi.com/2076-3417/14/22/10517). Appl. Sci. 2024, 14, 10517.
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+ https://doi.org/10.3390/app142210517
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+
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+ We would like to acknowledge the contribution of the road crossing drawings used for model training, provided by engineers Dong Geun Lee and Yoon Sang Lee at Gunhwa Engineering (Seoul, Republic of Korea).