Code and Data release for the papre Inherent Biases in Grammatical Error Correction and Text Simplification The unseenest github repo deals with a comfortable implementation in python 3 for unseenest algorithm to predict the histogram of a discreet probabillity while sampling from only some of the discreet possible values.
The poissonBinomial github repo deals with implementations of papers to efficiently and comfortably calculate Poisson Binomial CDF PDF etc.
The batches contains 2,500 simplification and grammatical error correction tasks done by humans (mostly 50 examples per sentence, more on that in the paper). The batches directory also contains the data of validation by humans of grammatical error corrections done by humans (from the data above).
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