Update recurrent_group_en.md #9445
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| ## Overview | ||
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| Sequential data is a major input type dealing with natural language processing tasks. |
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I think this paragraph can be simpler:
Sequential data is common in natural language processing.
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| Sequential data is a major input type dealing with natural language processing tasks. | ||
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| A sentence is a sequence of words. Many sentences form a paragraph further. Therefore, a paragraph can be viewed as a nested sequence with two level, where each element of the sequence is another sequence. |
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I feel that this paragraph need to "define" the *two-level sequential data", because the next paragraph is going to talk about it.
Sequential data could be recursive. An example of two-level recursive sequential data is that an article is composed of a sequence of sentences, and each sentence a sequence of words.
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Yeah, Chinese document maybe apply this comment as well.
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| A sentence is a sequence of words. Many sentences form a paragraph further. Therefore, a paragraph can be viewed as a nested sequence with two level, where each element of the sequence is another sequence. | ||
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| The double-level sequence is a very flexible data organization method supported by PaddlePaddle, which helps us to better describe more complex language data such as discribing paragraphs and several rounds of dialogues. Based on double-level sequence input, we can design and build a flexible, hierarchical RNN model that encodes input data from the word and sentence level, and can also introduce more complex memory mechanisms to better complete some complex language understanding tasks. |
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I think this paragraph could be shorter and bring the readers' focus to two-level sequences while keeping them informed that we do have the solution to arbitrary level data.
PaddlePaddle and PaddlePaddle v2 support two-level recursive sequential data. For the support of arbitrary levels, please refer to PaddlePaddle Fluid.
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OK, imply PaddlePaddle Fluid for two-level sequence
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Hello @zk5580752 , Thank you for your positive reply to my comments. I don't see new Git commits after that. Was that because you edited the content but forgot to run |
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Sorry, I'm late. |
Fix #9013