Federico Nanni
Researcher
federico@informatik.uni-mannheim.de
B6, 26, Room C 1.05
Phone: +49 621 181 2663
Research Interest
My work is focused on adopting (and adapting) Natural Language Processing methods and Information Retrieval approaches in Digital Humanities and Computational Social Science research tasks. If you want to know more, come visit my website ;-)
2017
- Goran Glavaš, Federico Nanni and Simone Paolo Ponzetto Cross-lingual classification of topics in political texts. In: 2nd Workshop on Natural Language Processing and Computational Social Science - proceedings of the workshop : Vancouver, Canada, August 3, 2017 : NLP + CSS 2017; 42-46. ACL ; Curran, Stroudsburg, PA ; Red Hook, NY, 2017.
- Goran Glavaš, Federico Nanni and Simone Paolo Ponzetto Unsupervised cross-lingual scaling of political texts. In: 15th Conference of the European Chapter of the Association for Computational Linguistics : proceedings of conference, volume 1: Long Papers; 688-693. Association for Computational Linguistics, Stroudsburg, PA, 2017.
- Anne Lauscher, Federico Nanni and Simone Paolo Ponzetto Entitäten als Topic Labels : Verbesserung der Interpretierbarkeit und Evaluierbarkeit von Themen durch Kombinieren von Entity Linking und Topic Modeling. In: DHd 2017 : Digitale Nachhaltigkeit : Konferenzabstracts : Universität Bern 13. bis 18. Februar 2017 : 4. Tagung des Verbands Digital Humanities im deutschsprachigen Raum e.V.; 242-244. Verband Digital Humanities im deutschsprachigen Raum e.V., Bern, 2017.
- Stefano Menini, Federico Nanni, Simone Paolo Ponzetto and Sara Tonelli Topic-based agreement and disagreement in US electoral manifestos. In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing; 2928-2934. Association for Computational Linguistics, Stroudsburg, PA, 2017.
- Federico Nanni and Giulia Paci A discipline-enriched dataset for tracking the computational turn of European universities. In: WOSP2017 : 6th International Workshop on Mining Scientific Publications [?]; tba. ACM, New York, NY, 2017.
- Federico Nanni, Simone Paolo Ponzetto and Laura Dietz Building entity-centric event collections. In: 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017, Toronto, ON, Canada, June 19-23, 2017; 199-208. IEEE Computer Soc., Piscataway, NJ, 2017.
2016
- Goran Glavaš, Federico Nanni and Simone Paolo Ponzetto Unsupervised text segmentation using semantic relatedness graphs. In: *SEM 2016: The Fifth Joint Conference on Lexical and Computational Semantics : proceedings of the conference ; August 11-12 2016, Berlin, Germany; 125-130. Association for Computational Linguistics, Stroudsburg, Pa., 2016.
- Anne Lauscher, Federico Nanni, Pablo Ruiz Fabo and Simone Paolo Ponzetto Entities as topic labels : combining entity linking and labeled LDA to improve topic interpretability and evaluability. IJCol - Italian journal of computational linguistics (2#), Accademia University Press, Torino, 2016.
- Federico Nanni, Laura Dietz, Stefano Faralli, Goran Glavaš and Simone Paolo Ponzetto Capturing interdisciplinarity in academic abstracts. D-lib magazine (22#), Corporation for National Research Initiatives, [Reston, VA], 2016.
- Federico Nanni, Hiram Kümper and Simone Paolo Ponzetto Semi-supervised textual analysis and historical research helping each other: some thoughts and observations. International journal of humanities and arts computing (10#), Edinburgh University Press, Edinburgh, 2016.
- Federico Nanni, Simone Paolo Ponzetto and Laura Dietz Entity relatedness for retrospective analyses of global events. In: Proceedings of NLP+CSS ?; tba. ACM, New York, NY, 2016.
- Federico Nanni and Pablo Ruiz Fabo Entities as topic labels : improving topic interpretability and evaluability combining Entity Linking and Labeled LDA. In: Digital Humanities 2016 Conference Abstracts; 632-635. Jagiellonian University & Pedagogical University, Kraków, 2016.
- Federico Nanni, Cäcilia Zirn, Goran Glavaš, Jason Eichorst and Simone Paolo Ponzetto TopFish: topic-based analysis of political position in US electoral campaigns. In: PolText 2016 : The International Conference on the Advances in Computational Analysis of Political Text : proceedings of the conference : sponsored by the European Social Fund, Operational Programme Efficient Human Resources 2014–2020; 61-67. University of Zagreb, Zagreb, 2016.
- Cäcilia Zirn, Goran Glavaš, Federico Nanni, Jason Eichorts and Heiner Stuckenschmidt Classifying topics and detecting topic shifts in political manifestos. In: PolText 2016 : The International Conference on the Advances in Computational Analysis of Political Text : proceedings of the conference : sponsored by the European Social Fund, Operational Programme Efficient Human Resources 2014–2020; 88-93. University of Zagreb, Zagreb, 2016.
2014
- Federico Nanni Managing educational information on university websites : a proposal for Unibo.it. In: Collaborative research practices and shared infrastructures for humanities computing : 2. AIUCD annual conference, AIUCD 2013 : Padua, Italy, 11-12 December 2013 : proceedings of revised papers; 279-286. Cleup, Padova, 2014.
