Publications

(2021). BERTective: Language Models and Contextual Information for Deception Detection. Proceedings of the 2021 Conference of the European Chapter of the Association for Computational Linguistics.

(2020). Helpful or Hierarchical? Predicting the Communicative Strategies of Chat Participants, and their Impact on Success. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings.

(2020). Fake opinion detection: how similar are crowdsourced datasets to real data?. Language Resources and Evaluation.

(2020). A Case for Soft Loss Functions. Proceedings of the AAAI Conference on Human Computation and Crowdsourcing.

(2020). "You Sound Just Like Your Father" Commercial Machine Translation Systems Include Stylistic Biases. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

(2019). Identifying Linguistic Areas for Geolocation. Proceedings of the 5th Workshop on Noisy User-generated Text (WNUT).

(2019). Geolocation with Attention-Based Multitask Learning Models. Proceedings of the 5th Workshop on Noisy User-generated Text (WNUT).

(2019). Dense Node Representation for Geolocation. Proceedings of the 5th Workshop on Noisy User-generated Text (WNUT).

(2019). Peer networks and entrepreneurship: A Pan-African RCT. IZA Discussion Paper.

(2018). Improving Author Attribute Prediction by Retrofitting Linguistic Representations with Homophily. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing.

(2015). Automatic Detection of Verbal Deception. Synthesis Lectures on Human Language Technologies, vol. 8.3, Morgan & Claypool Publishers.

(2014). Identifying fake Amazon reviews as learning from crowds. Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics.

(2013). The effect of personality type on deceptive communication style. European Intelligence and Security Informatics Conference, EISIC 2013, IEEE Computer Society.

(2013). Nella mente criminale - La psicologia investigativa: l'esperienza del Servizio polizia scientifica. Polizia Moderna, vol 1, 8-9.

(2013). Automatic deception detection in Italian court cases. Artificial intelligence and law, vol. 21, 3, Springer.

(2013). Alla ricerca della verità - Il ruolo della psicologia investigativa nella raccolta e nell'analisi delle testimonianze nelle indagini di polizia. Polizia Moderna, vol 1, 10.

(2012). On the Use of Homogeneous Sets of Subjects in Deceptive Language Analysis. Proceedings of the Workshop on Computational Approaches to Deception Detection, EACL 2012.

(2012). DeCour: a corpus of DEceptive statements in Italian COURts. Proceedings of the Eigth International Conference on Language Resources and Evaluation (LREC'12), European Language Resources Association (ELRA).

(2011). Sincere and deceptive statements in Italian criminal proceedings. Proceedings of the International Association of Forensic Linguists Tenth Biennial Conference, IAFL 2011.

(2011). Lexical vs. Surface Features in Deceptive Language Analysis. Proceedings of the ICAIL 2011 Workshop Applying Human Language Technology to the Law, AHLTL 2011.

(2005). L'Unità per l'Analisi del Crimine Violento della Polizia di Stato. Elementi di psicologia investigativa, a cura di Lino Rossi e Angelo Zappalà, FrancoAngeli.