Corpus building and evaluation of aspect-based opinion summaries from tweets in Spanish

Daniel Peñaloza; Rodrigo López Condori; Juanjosé Tenorio Peña; Héctor Gómez; Arturo Oncevay-Marcos; Marco Antonio Sobrevilla Cabezudo

Corpus building and evaluation of aspect-based opinion summaries from tweets in Spanish

Daniel Peñaloza, Rodrigo López Condori, Juanjosé Tenorio Peña, Héctor Gómez, Arturo Oncevay-Marcos, Marco Antonio Sobrevilla Cabezudo

Pontificia Universidad Catolica del Peru

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This project involves the presentation and analysis of a corpus of Spanish extractive and abstractive summaries of opinions. The purpose of this work is to display a corpus of diverse summaries that could be used as a reference for academic research as we have not found one for the Spanish language as far as we know. We have analyzed the summaries based on the agreement between them as this shows how different they are written between each other and on aspect coverage and sentiment orientation as this proves the difference between the content that each summary tries to express. After the experimentation, we have found that even if each annotator uses a different expression to summarize a text, all of them contain similar messages. Furthermore, when writing, all of them prioritize on common aspects that are more representative of the corpus.

Original language	Spanish
Title of host publication	LREC 2018 - 11th International Conference on Language Resources and Evaluation
Pages	4199-4203
Number of pages	5
State	Published - 1 Jan 2019

Cite this

@inproceedings{565289b4ff3d4372be2429eb2b2d7e24,

title = "Corpus building and evaluation of aspect-based opinion summaries from tweets in Spanish",

abstract = "This project involves the presentation and analysis of a corpus of Spanish extractive and abstractive summaries of opinions. The purpose of this work is to display a corpus of diverse summaries that could be used as a reference for academic research as we have not found one for the Spanish language as far as we know. We have analyzed the summaries based on the agreement between them as this shows how different they are written between each other and on aspect coverage and sentiment orientation as this proves the difference between the content that each summary tries to express. After the experimentation, we have found that even if each annotator uses a different expression to summarize a text, all of them contain similar messages. Furthermore, when writing, all of them prioritize on common aspects that are more representative of the corpus.",

author = "Daniel Pe{\~n}aloza and Condori, {Rodrigo L{\'o}pez} and Pe{\~n}a, {Juanjos{\'e} Tenorio} and H{\'e}ctor G{\'o}mez and Arturo Oncevay-Marcos and Cabezudo, {Marco Antonio Sobrevilla}",

year = "2019",

month = jan,

day = "1",

language = "Espa{\~n}ol",

pages = "4199--4203",

booktitle = "LREC 2018 - 11th International Conference on Language Resources and Evaluation",

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Corpus building and evaluation of aspect-based opinion summaries from tweets in Spanish. / Peñaloza, Daniel; Condori, Rodrigo López; Peña, Juanjosé Tenorio et al.
LREC 2018 - 11th International Conference on Language Resources and Evaluation. 2019. p. 4199-4203.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Corpus building and evaluation of aspect-based opinion summaries from tweets in Spanish

AU - Peñaloza, Daniel

AU - Condori, Rodrigo López

AU - Peña, Juanjosé Tenorio

AU - Gómez, Héctor

AU - Oncevay-Marcos, Arturo

AU - Cabezudo, Marco Antonio Sobrevilla

PY - 2019/1/1

Y1 - 2019/1/1

N2 - This project involves the presentation and analysis of a corpus of Spanish extractive and abstractive summaries of opinions. The purpose of this work is to display a corpus of diverse summaries that could be used as a reference for academic research as we have not found one for the Spanish language as far as we know. We have analyzed the summaries based on the agreement between them as this shows how different they are written between each other and on aspect coverage and sentiment orientation as this proves the difference between the content that each summary tries to express. After the experimentation, we have found that even if each annotator uses a different expression to summarize a text, all of them contain similar messages. Furthermore, when writing, all of them prioritize on common aspects that are more representative of the corpus.

AB - This project involves the presentation and analysis of a corpus of Spanish extractive and abstractive summaries of opinions. The purpose of this work is to display a corpus of diverse summaries that could be used as a reference for academic research as we have not found one for the Spanish language as far as we know. We have analyzed the summaries based on the agreement between them as this shows how different they are written between each other and on aspect coverage and sentiment orientation as this proves the difference between the content that each summary tries to express. After the experimentation, we have found that even if each annotator uses a different expression to summarize a text, all of them contain similar messages. Furthermore, when writing, all of them prioritize on common aspects that are more representative of the corpus.

M3 - Contribución a la conferencia

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EP - 4203

BT - LREC 2018 - 11th International Conference on Language Resources and Evaluation

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