Marco Guerini

Head of Unit

    Publications

    1. Penzo, Nicolò; Longa, Antonio; Lepri, Bruno; Tonelli, Sara; Guerini, Marco,
      Putting Context in Context: the Impact of Discussion Structure on Text Classification,
      Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers),
      Association for Computational Linguistics,
      2024
      , pp. 1793-
      1811
    2. Russo, Daniel; Tekiroglu, Serra Sinem; Guerini, Marco,
      Benchmarking the Generation of Fact Checking Explanations,
      in «Transactions of the Association for Computational Linguistics»,
      ,
      ,
      vol. 11,
      n. ,
      2023
      , pp. 1250-
      1264
    3. Russo, Daniel; María Jiménez-Zafra, Salud; Antonio García-Díaz, José; Caselli, Tommaso; Guerini, Marco; Alfonso Ureña-López, L.; Valencia-García, Rafael,
      PoliticIT at EVALITA 2023: Overview of the Political Ideology Detection in Italian Texts Task,
      Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023),
      2023
    4. Russo, Daniel; Kaszefski-Yaschuk, Shane; Staiano, Jacopo; Guerini, Marco,
      Countering Misinformation via Emotional Response Generation,
      Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing,
      2023
      , pp. 11476-
      11492
    5. Bonaldi, Helena; Attanasio, Giuseppe; Nozza, Debora; Guerini, Marco,
      Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization,
      Proceedings of the 1st Workshop on CounterSpeech for Online Abuse,
      Association for Computational Linguistics,
      2023
      , pp. 13-
      28
    6. Akazawa, Nami; Tekiroglu, Serra Sinem; Guerini, Marco,
      Distilling Implied Bias from Hate Speech for Counter Narrative Selection,
      Proceedings of the 1st Workshop on Counter Speech for Online Abuse,
      2023
      , pp. 29-
      43
    7. Bonaldi, Helena; Dellantonio, Sara; Tekiroglu, Serra Sinem; Guerini, Marco,
      Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering,
      Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing,
      2022
      , pp. 8031-
      8049
    8. Tekiroglu, Serra Sinem; Bonaldi, Helena; Fanton, Margherita; Guerini, Marco,
      Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study,
      Findings of the Association for Computational Linguistics: ACL 2022,
      2022
      , pp. 3099-
      3114
    9. Araque, Oscar; Gatti, Lorenzo; Staiano, Jacopo; Guerini, Marco,
      DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques,
      in «IEEE TRANSACTIONS ON AFFECTIVE COMPUTING»,
      vol. 13,
      n. 1,
      2022
      , pp. 496-
      507
    10. Elisa Leonardelli, Stefano Menini, Alessio Palmero Aprosio, Marco Guerini, Sara Tonelli,
      Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators' Disagreement,
      in «Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing»,
      ,
      Association for Computational Linguistics,
      2021
      , pp. 10528-
      10539
    11. Leonardelli, Elisa; Menini, Stefano; Palmero Aprosio, Alessio; Guerini, Marco; Tonelli, Sara,
      Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement,
      Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,
      2021
      , pp. 10528-
      10539
    12. Fanton, Margherita; Bonaldi, Helena; Tekiroğlu, Serra Sinem; Guerini, Marco,
      Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech,
      Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics,
      2021
      , pp. 3226-
      3240
    13. Chung, Yi-Ling; Sinem , ; Tekiroğlu, Serra; Tonelli, Sara; Guerini, Marco,
      Empowering NGOs in countering online hate messages,
      in «ONLINE SOCIAL NETWORKS AND MEDIA»,
      vol. 24,
      2021
    14. Chung, Yi-Ling; Tekiroğlu, Serra Sinem; Guerini, Marco,
      Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech,
      Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021,
      2021
      , pp. 899-
      914
    15. Sprugnoli, Rachele; Guerini, Marco; Moretti, Giovanni; Tonelli, Sara,
      Are these Artworks Similar? Analysing Visitors’ Judgements on Aesthetic Perception with a Digital Game,
      in «ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE»,
      vol. 14,
      n. 4,
      2021
      , pp. 1-
      14
    16. Tekiroğlu, Serra Sinem; Chung, Yi-Ling; Guerini, Marco,
      Generating Counter Narratives against Online Hate Speech: Data and Strategies,
      Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics,
      2020
      , pp. 1177-
      1190
    17. Scialom, Thomas; Tekiroğlu, Serra Sinem; Staiano, Jacopo; Guerini, Marco,
      Toward Stance-based Personas for Opinionated Dialogues,
      Findings of the Association for Computational Linguistics: EMNLP 2020,
      2020
      , pp. 2625-
      2635
    18. Vorakitphan, Vorakit; Guerini, Marco; Cabrio, Elena; Villata, Serena,
      Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts,
      Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020),
      2020
      , pp. 219-
      224
    19. Chung, Yi-Ling; Tekiroglu, Serra Sinem; Guerini, Marco,
      Italian Counter Narrative Generation to Fight Online Hate Speech,
      Proceedings of the Seventh Italian Conference on Computational Linguistics (CLIC-it 2020),
      vol. 2769,
      2020
    20. De Mattei, Lorenzo; Cafagna, Michele; Dell'Orletta, Felice; Nissim, Malvina; Guerini, Marco,
      GePpeTto Carves Italian into a Language Model,
      Proceedings of the Seventh Italian Conference on Computational Linguistics (CLIC-it 2020),
      vol. 2769,
      2020