A More Natural PersonaChat Dataset Summary This dataset is a true cased version of the PersonaChat dataset by Zhang et al. (2018). The original PersonaChat dataset is all lower case, and has extra space around each clause/sentence separating punctuation mark. This version of the dataset has more of a natural language look, with sentence capitalization, proper noun capitalization, and normalized whitespace. Also, each dialogue turn includes a pool of distractor candidate responses, which can be used by a multiple choice regularization loss during training. As an example, here is an utterance from the original PersonaChat dataset: In this dataset, that example is: Languages The text in the dataset is in English ( en ). Data Fields Each instance of the dataset represents a conversational utterance that a crowdworker made, while pretending to have a certain personality. Each instance has these fields: Field Name Datatype Description conv id int A unique identifier for the instance's conversation. utterance idx int The index of the instance in the conversation. personality list of string Sentences describing the personality of the current speaker. history list of string The conversation…
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