Scipediacontent: Scipediacontent moved page Draft Content 288940537 to Jing et al 2019a

2021-01-21T12:32:22Z

Scipediacontent moved page Draft Content 288940537 to Jing et al 2019a

Scipediacontent: Created page with " == Abstract == As one of the quintessence of Chinese traditional culture, couplet compromises two syntactically symmetric clauses equal in length, namely, an antecedent and..."

2021-01-21T12:32:19Z

Created page with " == Abstract == As one of the quintessence of Chinese traditional culture, couplet compromises two syntactically symmetric clauses equal in length, namely, an antecedent and..."

New page

== Abstract ==

As one of the quintessence of Chinese traditional culture, couplet compromises two syntactically symmetric clauses equal in length, namely, an antecedent and subsequent clause. Moreover, corresponding characters and phrases at the same position of the two clauses are paired with each other under certain constraints of semantic and/or syntactic relatedness. Automatic couplet generation is recognized as a challenging problem even in the Artificial Intelligence field. In this paper, we comprehensively study on automatic generation of acrostic couplet with the first characters defined by users. The complete couplet generation is mainly divided into three stages, that is, antecedent clause generation pipeline, subsequent clause generation pipeline and clause re-ranker. To realize semantic and/or syntactic relatedness between two clauses, attention-based Sequence-to-Sequence (S2S) neural network is employed. Moreover, to provide diverse couplet candidates for re-ranking, a cluster-based beam search approach is incorporated into the S2S network. Both BLEU metrics and human judgments have demonstrated the effectiveness of our proposed method. Eventually, a mini-program based on this generation system is developed and deployed on Wechat for real users.

== Original document ==

The different versions of the original document can be found in:

* [http://arxiv.org/abs/1906.09321 http://arxiv.org/abs/1906.09321]

* [http://arxiv.org/pdf/1906.09321 http://arxiv.org/pdf/1906.09321]

* [http://link.springer.com/content/pdf/10.1007/978-3-030-29908-8_25 http://link.springer.com/content/pdf/10.1007/978-3-030-29908-8_25],
: [http://dx.doi.org/10.1007/978-3-030-29908-8_25 http://dx.doi.org/10.1007/978-3-030-29908-8_25] under the license http://www.springer.com/tdm

* [https://dblp.uni-trier.de/db/journals/corr/corr1906.html#abs-1906-09321 https://dblp.uni-trier.de/db/journals/corr/corr1906.html#abs-1906-09321],
: [https://academic.microsoft.com/#/detail/2969229059 https://academic.microsoft.com/#/detail/2969229059]

← Older revision	Revision as of 12:32, 21 January 2021
(No difference)

Jing et al 2019a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 288940537 to Jing et al 2019a

Scipediacontent: Created page with " == Abstract == As one of the quintessence of Chinese traditional culture, couplet compromises two syntactically symmetric clauses equal in length, namely, an antecedent and..."