# Split document into sentences for sentence embedding

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**Category:** Beginners\
**Created:** [February 9, 2021, 10:25am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsplit-document-into-sentences-for-sentence-embedding%2F3553 "2021-02-09T10:25:47Z")\
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**Author:** ![BramVanroy](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/bramvanroy/32/47360_2.png) [@BramVanroy](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FBramVanroy)%5C
**Post date:** [February 9, 2021, 12:10pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsplit-document-into-sentences-for-sentence-embedding%2F3553%2F2 "2021-02-09T12:10:36Z")

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So you want to split a text into sentences and then create a sentence embedding for each sentence? Just use a parser like stanza or spacy to tokenize/sentence segment your data. This is typically the first step in many NLP tasks.

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