Publications

  • Bonaldi, H., Dellantonio, S., Tekiroglu, S. S., & Guerini, M. (2022). Human-machine collaboration approaches to build a dialogue dataset for hate speech countering. In Proceedings of the 2022 conference on Empirical Methods in Natural Language Processing.
  • Tekiroglu, S. S., Bonaldi, H., Fanton, M., & Guerini, M. (2022). Using pre-trained language models for producing counter narratives against hate speech: a comparative study. In Findings of the association for computational linguistics: Acl 2022.

  • Fanton, M., Bonaldi, H., Tekiroglu, S. S., & Guerini, M. (2021). Human-in-the-loop for data collection: a multi-target counter narrative dataset to fight online hate speech. In Proceedings of the 59th annual meeting of the association for computational linguistics and the 11th international joint conference on natural language processing (volume 1: Long papers) (pp. 3226–3240).
  • Chung, Y.-L., Tekiroglu, S. S., & Guerini, M. (2021). Towards knowledge-grounded counter narrative generation for hate speech. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
  • Leonardelli, E., Menini, S., Aprosio, A. P., Guerini, M., & Tonelli, S. (2021). Agreeing to disagree: Annotating offensive language datasets with annotators’ disagreement. In Proceedings of the 2021 conference on empirical methods in natural language processing (pp. 10528–10539).
  • Chung, Y.-L., Tekiroglu, S. S., Tonelli, S., & Guerini, M. (2021). Empowering NGOs in countering online hate messages. Online Social Networks and Media, 24 , 100150.
  • Chung, Y.-L., Guerini, M., & Agerri, R. (2021). Multilingual counter narrative type classification. In Proceedings of the 8th workshop on argument mining.
  • Sprugnoli, R., Guerini, M., Moretti, G., & Tonelli, S. (2021). Are these artworks similar? analysing visitors’ judgements on aesthetic perception with a digital game. Journal on Computing and
    Cultural Heritage (JOCCH), 14 (4), 1–14.

  • Tekiroglu, S., Chung, Y., Guerini, M. “Generating Counter Narratives against Online Hate Speech: Data and Strategies”. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics – long papers (ACL), 2020.
  • Scialom, T., Tekiroglu, S., Staiano, J., Guerini, M. “Toward Stance-based Personas for Opinionated Dialogues”. In Proceedings of the of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings. (EMNLP-findings), 2020. 
  • Vorakitphan, V., Guerini, M., Cabrio, E., Villata, S. “Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts”. In Proceedings of the 28th International Conference on Computational Linguistics (COLING), 2020.
  • De Mattei, L., Cafagna, M., Dell'Orletta, F., Nissim, M., Guerini, M. “GePpeTto Carves Italian into a Language Model”. In Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it), 2020.
  • Chung, Y., Tekiroglu, S., Guerini, M. “Italian Counter Narrative Generation to Fight Online Hate Speech”. In Proceedings of the Seventh Italian Conference on Computational Linguistics (CLiC-it), 2020.

  • Chung, Y.L., Kuzmenko, E., Tekiroglu, S. S., and Guerini, M. (2019). Conan–counter narratives through nichesourcing: a multilingual dataset of responses to fight online hate speech. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 2819–2829.
  • Tekiroglu, S. S., Magnini, B., and Guerini, M. (2019). Fastdial: Abstracting dialogue policies for fast development of task oriented agents. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pages 75–80.
  • Araque, O., Gatti, L., Staiano, J., and Guerini, M. (2019). Depechemood++: a bilingual emotion lexicon built through simple yet powerful techniques. IEEE transactions on affective computing.
  • Gatti, L., Ozbal, G., Guerini, M., Stock, O., and Strapparava, C. (2019). Computer-supported human creativity and human-supported computer creativity in language. In Computational Creativity, pages 237–254. Springer, Cham.
  • Majumdar, S., Tekiroglu, S. S., and Guerini, M. (2019). Generating challenge datasets for task-oriented conversational agents through self-play. In Proceedings of RANLP.
  • Magnolini, S., Piccioni, V., Balaraman, V., Guerini, M., and Magnini, B. (2019). How to use gazetteers for entity recognition with neural models. In Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5), pages 40–49.

  • Magnini, B., Balaraman, V., Magnolini, S. & Guerini, M. (2018). What's in a Food Name: Knowledge Induction from Gazetteers of Food Main Ingredient. In CLiC-it.
  • Magnini, B., Balaraman, V., Dragoni, M., Guerini, M., Magnolini, S., and Piccioni, V. (2018). Ch1: A conversational system to calculate carbohydrates in a meal. In International Conference of the Italian Association for Artificial Intelligence, pages 110–122. Springer.
  • Magnolini, S., Balaraman, V., Guerini, M. & Magnini, B. (2018). The perfect recipe: Add sugar, add data. EVALITA Evaluation of NLP and Speech Tools for Italian, 12:267.
  • Guerini, M., Falcone, S., and Magnini, B. (2018). A methodology for evaluating interaction strategies of task-oriented conversational agents. In Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI, pages 24–32.
  • Guerini, M., Magnolini, S., Balaraman, V., and Magnini, B. (2018). Toward zero-shot entity recognition in task-oriented conversational agents. In Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, pages 317–326.
  • Maimone, R., Guerini, M., Dragoni, M., Bailoni, T., and Eccher, C. (2018). Perkapp: A general purpose persuasion architecture for healthy lifestyles. Journal of biomedical informatics, 82:70–87.
  • Basile, P., Basile, V., Croce, D., DellOrletta, F., Guerini, M., Attardi, G., Augello, A., Basili, R., Bosco, C., Cabrio, E., et al. (2018). Introduction to the second workshop on natural language for artificial intelligence.

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PhD in Information and Communication Technologies. Personal website.

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