metadata
license: apache-2.0
task_categories:
- text-generation
language:
- en
tags:
- LLM
- DSL
- META-MODEL
- MDE
pretty_name: Errors in model generation
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