Hello all,

I have a rather strange request. Does anyone know of any papers (or
impementations) on bag-of-words language models ? That is, a language
model which does not take into account the order in which the words
appear in an ngram, so if you have the string 'police chief of' in your
model, you will get a result for both 'chief of police' and 'police
chief of'. I have thought of using IRSTLM or some generic model and
scoring all the permutations, but wondered if there was a more efficient
implementation already in existence. I have searched without much luck
in Google, but perhaps I am searching with the wrong words.

Best regards,

Fran

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