Developing Corpora for Sentiment Analysis: The Case of Irony and Senti-TUT (Extended Abstract)

Bosco, Cristina; Patti, Viviana; Bolioli, Andrea

Developing Corpora for Sentiment Analysis: The Case of Irony and Senti-TUT (Extended Abstract)

Cristina Bosco, Viviana Patti, Andrea Bolioli

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Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence. Journal Track. Pages 4188--1.

Abstract

This paper focusses on the main issues related to the development of a corpus for opinion and sentiment analysis, with a special attention to irony, and presents as a case study Senti-TUT, a project for Italian aimed at investigating sentiment and irony in social media. We present the Senti-TUT corpus, a collection of texts from Twitter annotated with sentiment polarity. We describe the dataset, the annotation, the methodologies applied and our investigations on two important features of irony: polarity reversing and emotion expressions.

Cristina Bosco, Viviana Patti, and Andrea Bolioli. 2015. Developing Corpora for Sentiment Analysis: The Case of Irony and Senti-TUT (Extended Abstract). In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-15. IJCAI, 4188–-1. https://ijcai.org/proceedings/2015/587

@inproceedings{ijcai2015p587,
  title     = {Developing Corpora for Sentiment Analysis: The Case of Irony and Senti-TUT (Extended Abstract)},
  author    = {Bosco, Cristina and Patti, Viviana and Bolioli, Andrea},
  booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
               Artificial Intelligence, {IJCAI-15}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Qiang Yang and Michael Wooldridge},
  pages     = {4188---1},
  year      = {2015},
  month     = {7},
  note      = {Journal Track},
  url       = {https://ijcai.org/proceedings/2015/587},
}

TY  - CPAPER
TI  - Developing Corpora for Sentiment Analysis: The Case of Irony and Senti-TUT (Extended Abstract)
AU  - Bosco, Cristina
AU  - Patti, Viviana
AU  - Bolioli, Andrea
T2  - Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-15
PB  - International Joint Conferences on Artificial Intelligence
PY  - 2015
SP  - 4188
EP  - -1
UR  - https://ijcai.org/proceedings/2015/587
ER  -