Proceedings of DHandNLP2020: Digital Humanities and Natural Language Processing Évora, Portugal Renata Vieira PUCRS and Evora University, Brasil/Portugal Maria José Finatto UFRGS, Brasil Saturnino Luz The University of Edinburgh, UK Senja Pollak Jožef Stefan Institute, Slovenia (editors) 2 March 2020 Preface This proceedings brings together works presented at the Digital Humanities and Natural Language Processing Workshop that took place in Évora on the 2nd of March 2020, along with the International Conference on the Com- putational Processing of Portuguese, PROPOR 2020. Our workshop had an enthusiastic audience, with a good variety of themes discussed along the day. The papers covered areas such as literature, linguistics, history, law, twitter analysis in relation to elections, and detection of fake news. All these top- ics have been studied with the help of natural language processing models and tools. Each paper was reviewed by three collaborators from our inter- national programme committee, composed by reviewers from nine di↵erent countries. The proceedings is organised in three sections, Full Papers (de- scribing complete studies), Short Papers (discussing ongoing research) and Extended Abstracts (presenting initial projects). April 2020 R. Vieira, M. J. Finatto, S. Pollak, S. Luz Organizing Committee Maria José Finatto (UFRGS, Brasil) Renata Vieira (PUCRS/Evora University, Brasil/Portugal, contact person renata.vieira@gmail.com) Saturnino Luz (Edinburgh University, UK) Senja Pollak (Jožef Stefan Institute, Slovenia) Programme Committee Aline Vanin (UFSCPA, Brasil) Alváro Iriarte (Minho University, Portugal) Ana Zwitter Vitez (University of Primorska, Slovenia) Andreas Spitz (EPFL, Switzerland) Antoine Doucet (Université de la Rochelle, France) António Branco (Universidade de Lisboa, Portugal) Cassia Trojahn (IRIT, France) Claudia Freitas (PUC-RJ, Brasil) Denise Nauderer Hogetop (APERS, Brasil) Diana Santos (Linguateca & Oslo University, Norway) Fernanda Olival (Evora University, Portugal) Idalete Dias (Minho University, Portugal) Katja Mihurko Poniž (University of Nova Gorica, Slovenia) Ligeia Lugli (SOAS University of London, UK) Maria Filomena Gonçalves (Evora University, Portugal) Matthew Purver (Queen Mary University of London, UK) Michael Mathioudakis (University of Helsinki, Finland) Paulo Quaresma (Evora University, Portugal) Sandro Rigo (Unisinos, Brasil) Shane Sheehan (Edinburgh University, UK) ii