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The difference of BAG_OF_WORDS_ARCHIVE_MAP in this repository and HuggingFace transformers examples/research_projects #35

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forest1988 opened this issue Jan 5, 2021 · 0 comments

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@forest1988
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forest1988 commented Jan 5, 2021

Hello,

I want to ask about the difference between BAG_OF_WORDS_ARCHIVE_MAP in this repository and HuggingFace Transformers examples/research-projects/pplm.

In run_pplm.py in this repository,

PPLM/run_pplm.py

Lines 58 to 68 in 5b262d6

BAG_OF_WORDS_ARCHIVE_MAP = {
'legal': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/legal.txt",
'military': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/military.txt",
'monsters': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/monsters.txt",
'politics': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/politics.txt",
'positive_words': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/positive_words.txt",
'religion': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/religion.txt",
'science': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/science.txt",
'space': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/space.txt",
'technology': "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/technology.txt",
}

On the contrary, in run_pplm.py in the examples/research_projects/pplm of HuggingFace transformers,

https://github.com/huggingface/transformers/blob/bfa4ccf77d65d8899b01417bd9845b2e78bc0ec5/examples/research_projects/pplm/run_pplm.py#L47-L55

BAG_OF_WORDS_ARCHIVE_MAP = {
    "legal": "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/legal.txt",
    "military": "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/military.txt",
    "politics": "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/politics.txt",
    "religion": "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/religion.txt",
    "science": "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/science.txt",
    "space": "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/space.txt",
    "technology": "https://s3.amazonaws.com/models.huggingface.co/bert/pplm/bow/technology.txt",
}

It seems some of the word lists are removed in the examples/research_projects version.

Are there any rights issues involved in using the lists?
I'm sorry if this is an impolite question.

I really appreciate any help you can provide.

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