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@@ -62,3 +62,21 @@ The following hyperparameters were used during training:
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  - Pytorch 2.2.1+cu121
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  - Datasets 2.18.0
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  - Tokenizers 0.15.2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - Pytorch 2.2.1+cu121
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  - Datasets 2.18.0
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  - Tokenizers 0.15.2
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+ ## Citation
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+
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+ If this work is helpful, please kindly cite as:
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+
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+ ```bibtex
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+ @ARTICLE{10772313,
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+ author={Hu, Jinpeng and Dong, Tengteng and Luo, Gang and Ma, Hui and Zou, Peng and Sun, Xiao and Guo, Dan and Yang, Xun and Wang, Meng},
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+ journal={IEEE Transactions on Computational Social Systems},
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+ title={PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation},
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+ year={2025},
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+ volume={12},
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+ number={2},
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+ pages={539-551},
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+ keywords={Benchmark testing;Mental health;Law;Electronic mail;Context modeling;Knowledge based systems;Data mining;Transformers;Training;Large language models;Large language model (LLM);mental health;psychological evaluation;psychological understanding},
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+ doi={10.1109/TCSS.2024.3497725}}
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+ ```