model
stringclasses
7 values
prompt
stringclasses
3 values
issue
stringclasses
5 values
C4ai-command-r
description
other_syntactic_error
gpt3.5-turbo
description+tech_file
wrong_type
llamma3-7B
description
wrong_type
lamma3-70B
description+tech_file+example
other_syntactic_error
lamma3-70B
description
other_syntactic_error
llamma3-7B
description+tech_file
wrong_type
Mistral-7B
description
wrong_type
gemma1-7b
description
missing_declaration
gemma1-7b
description+tech_file
wrong_type
llamma3-7B
description+tech_file+example
start_token
Mistral-7B
description
start_token
gemma1-7b
description+tech_file+example
missing_declaration
gpt4-turbo
description
missing_declaration
lamma3-70B
description+tech_file+example
wrong_type
gpt3.5-turbo
description+tech_file+example
missing_declaration
C4ai-command-r
description
semantic_error
Mistral-7B
description+tech_file+example
semantic_error
gemma1-7b
description+tech_file
semantic_error
C4ai-command-r
description+tech_file+example
other_syntactic_error
gemma1-7b
description
start_token

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
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