Publications

  • Araque, O., Guerini, M., Strapparava, C., & Iglesias, C. A. (2017). Neural domain adaptation of sentiment lexicons. In 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) (pp. 105-110). IEEE.
  • Dragoni, M., Bailoni, T., Eccher, C., Guerini, M., & Maimone, R. (2017). A semantic-enabled platform for supporting healthy lifestyles. In Proceedings of the Symposium on Applied Computing (pp. 315-322).
  • Mansar, Y., Gatti, L., Ferradans, S., Guerini, M., & Staiano, J. (2017). Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) (pp. 817-822). Best performing system at SemEval 2017 challenge (task 5, subtask 2).
  • Basile, P., Croce, D., & Guerini, M. (2017). Introduction to the First Workshop on Natural Language for Artificial Intelligence.

 

  • Guerini M. & Strapparava C. “Why do urban legends go viral?” Information Processing & Management, 52 (1): 163-172. 2016.
  • Gatti L., Ozbal G., Guerini M., Stock O. & Strapparava C. “Computer-supported human creativity and human-supported computer creativity”. In Veale T. & Cardoso F. (eds.) Readings in Computational Creativity. Springer. 2016.
  • Gatti L., Ozbal G., Guerini M., Stock O. & Strapparava C. “Heady-Lines: A Creative Generator Of Newspaper Headlines”. In Companion Publication of the 21st International Conference on Intelligent User Interfaces (IUI). ACM, Sonoma, California, 79-83. 2016.
  • Guerini M, Ozbal G. & Strapparava C. “Persuasive Lexicon Extraction from Political Speeches”. In Bonelli L., Felletti S. & Paglieri F. (eds.) The Psychology of Argument, 327-343, College Publications. 2016. Stock O.,
  • Guerini M., & Pianesi F. “Ethical Dilemmas for Adaptive Persuasion Systems”. In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. 2016.
  • Dragoni M., Eccher C., Guerini M. & Maimone R. “PerKApp: A context aware motivational system for healthier lifestyles” T Bailoni, In Proceedings of Smart Cities Conference (ISC2), IEEE International, 1-4. 2016.

  • Gatti L., Guerini M. & Turchi M. "SentiWords: Deriving a High Precision and High Coverage Lexicon for Sentiment Analysis". IEEE Transactions on Affective Computing. 2015 
  • Guerini M. & Staiano J. “Deep Feelings: A Massive Cross-Lingual Study on the Relation between Emotions and Virality”. In Proceedings of the 24th International Conference on World Wide Web (WWW), 2015.
  • Guerini M, Ozbal G. & Strapparava C. "Echoes of Persuasion: The Effect of Euphony in Persuasive Communication". In Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), 2015.
  • Gatti L., Ozbal G., Guerini M., Stock O. & Strapparava C. "Slogans Are Not Forever: Adapting Linguistic Expressions to the News", In Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), 2015.
  • Guerini M., Pianesi, F. & Stock, O. "Is it morally acceptable for a system to lie to persuade me?" In Proceed- ings of AAAI Workshop on AI and Ethics, 2015.

  • Staiano J. & Guerini M. “DepecheMood: a Lexicon for Emotion Analysis from Crowd Annotated News”. In Proceedings of the 52th Annual Meeting of the Association for Computational Linguistics (ACL), 2014.
  • Guerini M. & Strapparava C. “Credible or Incredible? Dissecting Urban Legends”. In Proceedings of CICLing, 441-453, 2014.
  • Gatti L., Guerini M., Stock O. & Strapparava C. "Mocking ads through mobile web services". Computational Intelligence, 2014.
  • Gatti L., Guerini M., Stock O. & Strapparava C. "Sentiment Variations in Text for Persuasion Technology". In Proceedings of Persuasive Technologies, 2014. 
  • Gatti L., Guerini M., Stock O. & Strapparava C. "SUBVERTISER: mocking ads through mobile phones". In Proceedings of IUI, 2014. ACM, New York, USA, 41-44. 

  • Guerini M., Gatti L. & Turchi M. “Sentiment Analysis: How to Derive Prior Polarities from SentiWordNet”. In Proceedings of EMNLP, 2013.
  • Guerini M., Staiano J. & Albanese D. “Exploring Image Virality in Google Plus”. In Proceedings of SocialCom, 2013.
  • Guerini M., Giampiccolo D., Moretti G., Sprugnoli R., & Strapparava C. "The New Release of CORPS: A Corpus of Political Speeches Annotated with Audience Reactions". In Multimodal Communication in Political Speech. Shaping Minds and Social Action (pp. 86-98). Springer, 2013.
  • Chowdhury F. M., Guerini M., Tonelli S. & Lavelli A. “FBK: Sentiment Analysis in Twitter with Tweetsted”. In Proceedings of SemEval-2013.
  • Ginevri W. & Guerini M. “Big Data: New Tools for Mitigating Project Complexity”  In Proceedings of PMI Global Congress 2013. 

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PhD in Information and Communication Technologies. Personal website.

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