Dataset Viewer
model
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stringclasses 3
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stringclasses 5
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C4ai-command-r
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description
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other_syntactic_error
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gpt3.5-turbo
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description+tech_file
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wrong_type
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llamma3-7B
|
description
|
wrong_type
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lamma3-70B
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description+tech_file+example
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other_syntactic_error
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lamma3-70B
|
description
|
other_syntactic_error
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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
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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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