From Close to Distant and Back: How to Read with the Help of Machines. - Rudi Bonfiglioli; Federico Nanni (HaPoC, 2015)

Web Historiography - A New Challenge for Digital Humanities? - Federico Nanni; Anat Ben-David; Niels Brügger; Meghan Dougherty; Ian Milligan; Jane Winters (DH, 2016)

Entities as topic labels: improving topic interpretability and evaluability combining Entity Linking and Labeled LDA. - Federico Nanni; Pablo Ruiz Fabo (DH, 2016)

Unsupervised Text Segmentation Using Semantic Relatedness Graphs. - Goran Glavas; Federico Nanni; Simone Paolo Ponzetto (*SEM@ACL, 2016)

Reconstructing a website's lost past: Methodological issues concerning the history of www.unibo.it. - Federico Nanni (CoRR, 2016)

Capturing Interdisciplinarity in Academic Abstracts. - Federico Nanni; Laura Dietz; Stefano Faralli 001; Goran Glavas; Simone Paolo Ponzetto (D Lib Mag., 2016)

Semi-supervised Textual Analysis and Historical Research Helping Each Other: Some Thoughts and Observations. - Federico Nanni; Hiram Kümper; Simone Paolo Ponzetto (Int. J. Humanit. Arts Comput., 2016)

Cross-Lingual Classification of Topics in Political Texts. - Goran Glavas; Federico Nanni; Simone Paolo Ponzetto (NLP+CSS@ACL, 2017)

Domain-specific Named Entity Disambiguation in Historical Memoirs. - Marco Rovera; Federico Nanni; Simone Paolo Ponzetto; Anna Goy (CLiC-it, 2017)

Entitäten als Topic Labels: Verbesserung der Interpretierbarkeit und Evaluierbarkeit von Themen durch Kombinieren von Entity Linking und Topic Modeling. - Anne Lauscher; Federico Nanni; Simone Paolo Ponzetto (DHd, 2017)

SLaTE: A System for Labeling Topics with Entities. - Anne Lauscher; Federico Nanni; Simone Paolo Ponzetto (DH, 2017)

Building Entity-Centric Event Collections For Supporting Research in Political and Social History. - Federico Nanni; Nikolay Marinov; Simone Paolo Ponzetto; Laura Dietz (DH, 2017)

Enhancing Domain-Specific Entity Linking in DH. - Federico Nanni; Yang Zhao; Simone Paolo Ponzetto; Laura Dietz (DH, 2017)

Unsupervised Cross-Lingual Scaling of Political Texts. - Goran Glavas; Federico Nanni; Simone Paolo Ponzetto (EACL (2), 2017)

Topic-Based Agreement and Disagreement in US Electoral Manifestos. - Stefano Menini; Federico Nanni; Simone Paolo Ponzetto; Sara Tonelli (EMNLP, 2017)

Benchmark for Complex Answer Retrieval. - Federico Nanni; Bhaskar Mitra 001; Matt Magnusson; Laura Dietz (ICTIR, 2017)

A Discipline-Enriched Dataset for Tracking the Computational Turn of European Universities. - Federico Nanni; Giulia Paci (WOSP@JCDL, 2017)

Building Entity-Centric Event Collections. - Federico Nanni; Simone Paolo Ponzetto; Laura Dietz (JCDL, 2017)

Reconstructing a website's lost past Methodological issues concerning the history of Unibo.it. - Federico Nanni (Digit. Humanit. Q., 2017)

Entity-Aspect Linking: Providing Fine-Grained Semantics of Entities in Context. - Federico Nanni; Simone Paolo Ponzetto; Laura Dietz (JCDL, 2018)

Trec-CAR 2018: A Simple Unsupervised Semantic Query Expansion Model. - Robert Litschko; Federico Nanni; Goran Glavas (TREC, 2018)

Toward a computational history of universities: Evaluating text mining methods for interdisciplinarity detection from PhD dissertation abstracts. - Federico Nanni; Laura Dietz; Simone Paolo Ponzetto (Digit. Scholarsh. Humanit., 2018)

Computational Analysis of Political Texts: Bridging Research Efforts Across Communities. - Goran Glavas; Federico Nanni; Simone Paolo Ponzetto (ACL (4), 2019)

Policy Preference Detection in Parliamentary Debate Motions. - Gavin Abercrombie; Federico Nanni; Riza Batista-Navarro; Simone Paolo Ponzetto (CoNLL, 2019)

Semantifying the UK Hansard (1918-2019). - Federico Nanni; Stefano Menini; Sara Tonelli; Simone Paolo Ponzetto (JCDL, 2019)

EAL: A Toolkit and Dataset for Entity-Aspect Linking. - Federico Nanni; Jingyi Zhang; Ferdinand Betz; Kiril Gashteovski (JCDL, 2019)

Providing Advanced Access to Historical War Memoirs Through the Identification of Events, Participants and Roles. - Marco Rovera; Federico Nanni; Simone Paolo Ponzetto (CoRR, 2019)

Political Text Scaling Meets Computational Semantics. - Federico Nanni; Goran Glavas; Simone Paolo Ponzetto; Heiner Stuckenschmidt (CoRR, 2019)

Living Machines: A study of atypical animacy. - Mariona Coll Ardanuy; Federico Nanni; Kaspar Beelen; Kasra Hosseini; Ruth Ahnert; Jon Lawrence; Katherine McDonough; Giorgia Tolfo; Daniel C. S. Wilson; Barbara McGillivray (COLING, 2020)

DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching. - Kasra Hosseini; Federico Nanni; Mariona Coll Ardanuy (EMNLP (Demos), 2020)

A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching. - Mariona Coll Ardanuy; Kasra Hosseini; Katherine McDonough; Amrey Krause; Daniel van Strien; Federico Nanni (SIGSPATIAL/GIS, 2020)

Toward comprehensive event collections. - Federico Nanni; Simone Paolo Ponzetto; Laura Dietz (Int. J. Digit. Libr., 2020)

When Time Makes Sense: A Historically-Aware Approach to Targeted Sense Disambiguation. - Kaspar Beelen; Federico Nanni; Mariona Coll Ardanuy; Kasra Hosseini; Giorgia Tolfo; Barbara McGillivray (ACL/IJCNLP (Findings), 2021)

Station to Station: Linking and Enriching Historical British Railway Data. - Mariona Coll Ardanuy; Kaspar Beelen; Jon Lawrence; Katherine McDonough; Federico Nanni; Joshua Rhodes; Giorgia Tolfo; Daniel C. S. Wilson (CHR, 2021)

Event-based Access to Historical Italian War Memoirs. - Marco Rovera; Federico Nanni; Simone Paolo Ponzetto (ACM Journal on Computing and Cultural Heritage, 2021)

Political Text Scaling Meets Computational Semantics. - Federico Nanni; Goran Glavas; Ines Rehbein; Simone Paolo Ponzetto; Heiner Stuckenschmidt (Trans. Data Sci., 2021)

Identifying Moments of Change from Longitudinal User Text. - Adam Tsakalidis; Federico Nanni; Anthony Hills; Jenny Chim; Jiayu Song; Maria Liakata (ACL (1), 2022)

The Past is a Foreign Place: Improving Toponym Linking for Historical Newspapers. - Mariona Coll Ardanuy; Federico Nanni; Kaspar Beelen; Luke Hare (CHR, 2023)

Creation and evaluation of timelines for longitudinal user posts. - Anthony Hills; Adam Tsakalidis; Federico Nanni; Ioannis Zachos; Maria Liakata (EACL, 2023)

Large language models can consistently generate high-quality content for election disinformation operations. - Angus R. Williams; Liam Burke-Moore; Ryan Sze-Yin Chan; Florence E. Enock; Federico Nanni; Tvesha Sippy; Yi-Ling Chung; Evelina Gabasova; Kobi Hackenburg; Jonathan Bright (CoRR, 2024)

Prompto: An open source library for asynchronous querying of LLM endpoints. - Ryan Sze-Yin Chan; Federico Nanni; Edwin Brown; Ed Chapman; Angus R. Williams; Jonathan Bright; Evelina Gabasova (CoRR, 2024)

What Is in a ? Cross-lingual Topic Detection & Information Retrieval in Archives Portal Europe. - Marta Musso; Kerstin Arnold; Federico Nanni; Beatrice Cannelli (ACM Journal on Computing and Cultural Heritage, 2024)

Retrieval-augmented reasoning with lean language models. - Ryan Sze-Yin Chan; Federico Nanni; Tomas Lazauskas; Rosie Wood; Penelope Yong; Lionel Tarassenko; Mark Girolami; James Geddes; Andrew B. Duncan (CoRR, 2025)