Add options to load full documents as Sentence objects #3595
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This PR adds two new parameters to
ColumnCorpusandColumnDatasetto enable more customization in handling document boundaries.documents_as_sentences: If set toTrueand adocument_separator_tokenis also set, the corpus will create one sentence object not for each sentence, but for each document in the corpus.every_sentence_is_independent: If set toTrue, the corpus will consider each sentence independent. This means that loaded sentences cannot expand their context beyond the sentence boundary. This is useful for corpora that store independent sentences, like tweets.