POS-tag based poetry generation with WordNet

Måns Hulden; Manex Agirrezabal; Bertol Arrieta; Aitzol Astigarraga

POS-tag based poetry generation with WordNet

Måns Hulden
, Manex Agirrezabal
, Bertol Arrieta
, Aitzol Astigarraga

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

Abstrakti

In this paper we present the preliminary work of a Basque poetry generation system. Basically, we have extracted the POS-tag sequences from some verse corpora and calculated the probability of each sequence. For the generation process we have defined 3 different experiments: Based on a strophe from the corpora, we (a) replace each word with other according to its POS-tag and suffixes, (b) replace each noun and adjective with another equally inflected word and (c) replace only nouns with semantically related ones (inflected). Finally we evaluate those strategies using a Turing Test-like evaluation.

Alkuperäiskieli	englanti
Otsikko	Proceedings of the 14th European Workshop on Natural Language Generation
Toimittajat	Albert Gatt, Horacio Saggion
Sivumäärä	5
Kustantaja	The Association for Computational Linguistics
Julkaisupäivä	2013
Sivut	162-166
Tila	Julkaistu - 2013
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	European Workshop on Natural Language Generation - Sofia, Bulgaria Kesto: 8 elok. 2013 → 9 elok. 2013 Konferenssinumero: 14

Tieteenalat

113 Tietojenkäsittely- ja informaatiotieteet
6121 Kielitieteet

Pääsy asiakirjaan

http://aclweb.org/anthology/W/W13/W13-2121.pdf

Siteeraa tätä

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title = "POS-tag based poetry generation with WordNet",

abstract = "In this paper we present the preliminary work of a Basque poetry generation system. Basically, we have extracted the POS-tag sequences from some verse corpora and calculated the probability of each sequence. For the generation process we have defined 3 different experiments: Based on a strophe from the corpora, we (a) replace each word with other according to its POS-tag and suffixes, (b) replace each noun and adjective with another equally inflected word and (c) replace only nouns with semantically related ones (inflected). Finally we evaluate those strategies using a Turing Test-like evaluation. ",

keywords = "113 Computer and information sciences, 6121 Languages",

author = "M{\aa}ns Hulden and Manex Agirrezabal and Bertol Arrieta and Aitzol Astigarraga",

year = "2013",

language = "English",

pages = "162--166",

editor = "Albert Gatt and Horacio Saggion",

booktitle = "Proceedings of the 14th European Workshop on Natural Language Generation",

publisher = "The Association for Computational Linguistics",

address = "United States",

note = "European Workshop on Natural Language Generation ; Conference date: 08-08-2013 Through 09-08-2013",

}

Hulden, M, Agirrezabal, M, Arrieta, B & Astigarraga, A 2013, POS-tag based poetry generation with WordNet. julkaisussa A Gatt & H Saggion (toim), Proceedings of the 14th European Workshop on Natural Language Generation. The Association for Computational Linguistics, Sivut 162-166, European Workshop on Natural Language Generation, Sofia, Bulgaria, 08/08/2013. <http://aclweb.org/anthology/W/W13/W13-2121.pdf>

POS-tag based poetry generation with WordNet. / Hulden, Måns; Agirrezabal, Manex; Arrieta, Bertol et al.
Proceedings of the 14th European Workshop on Natural Language Generation. toim. / Albert Gatt; Horacio Saggion. The Association for Computational Linguistics, 2013. s. 162-166.

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - POS-tag based poetry generation with WordNet

AU - Hulden, Måns

AU - Agirrezabal, Manex

AU - Arrieta, Bertol

AU - Astigarraga, Aitzol

N1 - Conference code: 14

PY - 2013

Y1 - 2013

N2 - In this paper we present the preliminary work of a Basque poetry generation system. Basically, we have extracted the POS-tag sequences from some verse corpora and calculated the probability of each sequence. For the generation process we have defined 3 different experiments: Based on a strophe from the corpora, we (a) replace each word with other according to its POS-tag and suffixes, (b) replace each noun and adjective with another equally inflected word and (c) replace only nouns with semantically related ones (inflected). Finally we evaluate those strategies using a Turing Test-like evaluation.

AB - In this paper we present the preliminary work of a Basque poetry generation system. Basically, we have extracted the POS-tag sequences from some verse corpora and calculated the probability of each sequence. For the generation process we have defined 3 different experiments: Based on a strophe from the corpora, we (a) replace each word with other according to its POS-tag and suffixes, (b) replace each noun and adjective with another equally inflected word and (c) replace only nouns with semantically related ones (inflected). Finally we evaluate those strategies using a Turing Test-like evaluation.

KW - 113 Computer and information sciences

KW - 6121 Languages

M3 - Conference contribution

SP - 162

EP - 166

BT - Proceedings of the 14th European Workshop on Natural Language Generation

A2 - Gatt, Albert

A2 - Saggion, Horacio

PB - The Association for Computational Linguistics

T2 - European Workshop on Natural Language Generation

Y2 - 8 August 2013 through 9 August 2013

ER -