AI and the Law: Evaluating ChatGPT's Performance in Legal Classification
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arXiv
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| Format: | Preprint |
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2025
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| _version_ | 1866913695463899136 |
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| author | Weichbroth, Pawel |
| author_facet | Weichbroth, Pawel |
| contents | The use of ChatGPT to analyze and classify evidence in criminal proceedings has been a topic of ongoing discussion. However, to the best of our knowledge, this issue has not been studied in the context of the Polish language. This study addresses this research gap by evaluating the effectiveness of ChatGPT in classifying legal cases under the Polish Penal Code. The results show excellent binary classification accuracy, with all positive and negative cases correctly categorized. In addition, a qualitative evaluation confirms that the legal basis provided for each case, along with the relevant legal content, was appropriate. The results obtained suggest that ChatGPT can effectively analyze and classify evidence while applying the appropriate legal rules. In conclusion, ChatGPT has the potential to assist interested parties in the analysis of evidence and serve as a valuable legal resource for individuals with less experience or knowledge in this area. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_12193 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | AI and the Law: Evaluating ChatGPT's Performance in Legal Classification Weichbroth, Pawel Computation and Language Artificial Intelligence The use of ChatGPT to analyze and classify evidence in criminal proceedings has been a topic of ongoing discussion. However, to the best of our knowledge, this issue has not been studied in the context of the Polish language. This study addresses this research gap by evaluating the effectiveness of ChatGPT in classifying legal cases under the Polish Penal Code. The results show excellent binary classification accuracy, with all positive and negative cases correctly categorized. In addition, a qualitative evaluation confirms that the legal basis provided for each case, along with the relevant legal content, was appropriate. The results obtained suggest that ChatGPT can effectively analyze and classify evidence while applying the appropriate legal rules. In conclusion, ChatGPT has the potential to assist interested parties in the analysis of evidence and serve as a valuable legal resource for individuals with less experience or knowledge in this area. |
| title | AI and the Law: Evaluating ChatGPT's Performance in Legal Classification |
| topic | Computation and Language Artificial Intelligence |
| url | https://arxiv.org/abs/2502.12193 |