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胡志元__Generating Chinese Ci with Designated Metrical Structure2

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Generating Chinese Ci with Designated MetricalRichong Zhang1, Xinyu Liu2, Xinwei

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Generating Chinese Ci with Designated Metrical

Structure

Richong Zhang

, Xinyu Liu

, Xinwei Chen

Zhiyuan Hu

, Zhaoqing Xu

, Yongyi Mao

Beihang University, China

University of Ottawa, Canada

November 15, 2018

Richong Zhang

, Xinyu Liu

, Xinwei Chen

Zhiyuan Hu

, Zhaoqing Xu

, Yongyi Mao

(

Beihang University, China

University of Ottawa, Canada)Generating Chinese Ci with Designated Metrical StructureNovember 15, 2018 1 / 33

Deep neural nets are reshaping the landscape of NLP and have been

applied successfully in natural language generation:

dialogue generation

document summarization

machine translation

...

This work: automatic generation of Ci, an ancient Chinese poetry

Fact

Ci is an ancient Chines poetry form with highly restricted metrical rules.

The metrical rules that a Ci must follow are speciﬁed by a Cipai. A Cipai

speciﬁes (at least) three kinds of rules:

a rhythmic rule

a tonal rule

a rhyming rule

Richong Zhang

, Xinyu Liu

, Xinwei Chen

Zhiyuan Hu

, Zhaoqing Xu

, Yongyi Mao

(

Beihang University, China

University of Ottawa, Canada)Generating Chinese Ci with Designated Metrical StructureNovember 15, 2018 2 / 33

Fact (Rhythmic Rule)

A rhythmic rule speciﬁes the number of lines (i.e., sentences/clauses) in a

Ci and the number of characters in each line.

Richong Zhang

, Xinyu Liu

, Xinwei Chen

Zhiyuan Hu

, Zhaoqing Xu

, Yongyi Mao

(

Beihang University, China

University of Ottawa, Canada)Generating Chinese Ci with Designated Metrical StructureNovember 15, 2018 3 / 33

Fact (Tonal Rule)

A tonal rule speciﬁes the tone of the character in each location of the Ci.

The tones are classiﬁed into two categories: Ping (+) and Ze (-).

A tonal rule speciﬁes if a character in each location should take +, −,

or 0, where 0 refers to no tonal requirement.

Richong Zhang

, Xinyu Liu

, Xinwei Chen

Zhiyuan Hu

, Zhaoqing Xu

, Yongyi Mao

(

Beihang University, China

University of Ottawa, Canada)Generating Chinese Ci with Designated Metrical StructureNovember 15, 2018 4 / 33

Fact (Rhyming Rule)

A rhyming rule speciﬁes characters at which locations should rhyme.

Fundamental sounding units of Chinese characters: initials (≈

consonants) and ﬁnals (≈ vowels)

Rhyming are a ﬁnal, called a “rhyming foot” or Yunshe, which may

take 16 diﬀerent sounds.

Lines may form groups; lines in one group rhyme on the same foot;

diﬀerent groups use diﬀerent rhyming feet.

Richong Zhang

, Xinyu Liu

, Xinwei Chen

Zhiyuan Hu

, Zhaoqing Xu

, Yongyi Mao

(

Beihang University, China

University of Ottawa, Canada)Generating Chinese Ci with Designated Metrical StructureNovember 15, 2018 5 / 33

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