Since 2013 I am the head of the Digital Humanities research group at FBK. I am currently involved in the H2020 ODEUROPA project, where I lead the work-package related to olfactory information extraction, and in the H2020 PERCEPTIONS project, related to the online perception of EU and the narratives around migration to EU. Since January 2021 I am also the scientific coordinator of the KID ACTIONS European project, aimed at addressing cyberbullying among children and adolescents through interactive education and gamification. I am also part of several other digital humanities projects, which can be found here.
I have a Phd in Language Sciences from Università Ca' Foscari, Venice. In 2020 I got the national habilitation as Associate Professor (seconda fascia) for the area `Information Systems' 09/H1.
I was involved in the past in several European project: Pescado (FP7 - keyword extraction), Terence (FP7 - event-based text simplification), NewsReader (FP7 - event extraction and semantic role recognition), SIMPATICO (H2020 - text simplification in the administrative domain), HATEMETER (REC - social media monitoring for islamopohobia detection), CREEP (EitDIGITAL - Cyberbullying detection).
I have served as area chair for Language Resources and Evaluation at ACL2020 and for the Computational social science and social media track at EMNLP 2020 and NAACL 2021. I was a Senior program committee member at ECAI 2020. In 2021 I was keynote speaker at the 2nd Conference on Computational Humanities Research, at the 5th SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature and at the 3rd Conference on Language Data and Knowledge. I will be area co-chair for Digital Humanities and Cultural Heritage at LREC 2022.
Current Phd Students:
2021 - present: Teresa Paccosi, "Extraction of Olfactory Information from Texts", Doctoral School in Cognitive Science, University of Trento
2020 - present: Camilla Casula "Multilingual abusive language detection", ICT Doctoral School, University of Trento
2019 - present: Daniela Trotta (co-advised with Annibale Elia) "Multimodal political communication", Dept. of Linguistics, University of Salerno
2018 - present: Federico Bonetti, "Gamification for Linguistic Annotation", Doctoral School in Cognitive Science, University of Trento
2017 - present: Matteo Lorenzini (co-advised with Marco Rospocher) "Automatic quality improvement and content enrichment of digital cultural heritage data", ICT Doctoral School, University of Trento
Past Phd students:
2016 - 2020: Lorenzo Lucchini (co-advised with Bruno Lepri), "Modeling and forecasting cultural dynamics with natural language processed data", ICT Doctoral School, University of Trento
2013 - 2018: Stefano Menini (now post-doc in the DH group), "Automatic Analysis of Agreement and Disagreement in the Political Domain", ICT Doctoral School, University of Trento
2013 - 2018: Rachele Sprugnoli (now at Università Cattolica del Sacro Cuore, Milan), "Event detection and classification for the Digital Humanities", ICT Doctoral School, University of Trento
2012 - 2016: Paramita Mirza (now at Max Planck Institute for Informatics, Germany) "Extracting temporal and causal relations between events", ICT Doctoral School, University of Trento [arXiv]
Social media analysis and Hate speech detection: CREEP and Hatemeter projects, KID ACTIONS project, PROTECTOR project, PERCEPTIONS project.
Event and temporal/causal processing: Terence and NewsReader European projects, Rachele Sprugnoli's thesis, Paramita Mirza's thesis [link to software, poster, download CausalTimeBank]
Agreement, Disagreement and Argumentation Mining, especially in the political domain: collaboration with INRIA & University of Nice, Stefano Menini's thesis [link to data, link to datasets], collaboration with University of Mannheim (honorable mention at EMNLP 2017 for joint paper)
Digital Humanities, Historical Data Processing, Digital Cultural Heritage: ALCIDE project [link to demo], project on Epistolario De Gasperi and Edizione Nazionale Aldo Moro, Matteo Lorenzini's thesis work. Current ODEUROPA project.
Text Simplification: Terence and SIMPATICO European projects, MUSST syntactic simplifier [link to software], ERNESTA simplification tool, SIMPITIKI corpus for Italian Simplification [link to dataset]
FrameNet, Keyword Extraction and Terminology: my Phd thesis work [link to Italian FrameNet data], collaboration with Luciano Serafini to create a FrameNet-based resource for the Semantic Web [link to data], Keyphrase Digger extraction tool [link to demo and software].
Corazza, Michele; Menini, Stefano; Cabrio, Elena; Tonelli, Sara; Villata, Serena,A Multilingual Evaluation for Online Hate Speech Detection,in «ACM TRANSACTIONS ON INTERNET TECHNOLOGY»,vol. 20,n. 2,2020, pp. 1-22
Sprugnoli, Rachele; Tonelli, Sara,Novel Event Detection and Classification for Historical Texts,in «COMPUTATIONAL LINGUISTICS»,vol. 45,n. 2,2019, pp. 229-265
Lucchini, Lorenzo; Tonelli, Sara; Lepri, Bruno,Following the footsteps of giants: modeling the mobility of historically notable individuals using Wikipedia,in «EPJ DATA SCIENCE»,vol. 8,n. 36,2019
Menini, S.; Cabrio, E.; Tonelli, S.; Villata, S.,Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI-18),2018
Menini, Stefano; Nanni, Federico; Simone Paolo Ponzetto, ; Tonelli, Sara,Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing,Association for Computational Linguistics,2017, pp. 2928-2934