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VeryMadSoul/Errors_Mod

This dataset is the result of errors found in generated ecore files by different LLMs, mainly GTP4-Turbo and Llama3-70b-Instruct. The errors have been classified into : Wrong Type : This can occur if the generated type is non existant or used in a wrong way Missing declaration : this can be due to either a missing declaration like xsi or nonexistant one Start Token : this can mostly be due to start tag <?xml ..> <ecore ..> that are missing, happens when we can't read the file or error in… See the full description on the dataset page: https://huggingface.co/datasets/VeryMadSoul/Errors_Mod.

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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This dataset is the result of errors found in generated ecore files by different LLMs, mainly GTP4-Turbo and Llama3-70b-Instruct.

The errors have been classified into :

  • Wrong Type : This can occur if the generated type is non existant or used in a wrong way
  • Missing declaration : this can be due to either a missing declaration like xsi or nonexistant one
  • Start Token : this can mostly be due to start tag <?xml ..> <ecore ..> that are missing, happens when we can't read the file or error in start token
  • Semantic Error : this is overly noticed if the is a logic error where a certain attribute isn't present in the file while it was clearly mentioned in the description
  • Other Syntactic Error : This was attributed to all the other error that happened