| Vol-2607 urn:nbn:de:0074-2607-7 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# DHandNLP 2020
Digital Humanities and Natural Language Processing

### Proceedings of the Workshop on Digital Humanities and Natural Language Processing (DHandNLP 2020)
co-located with International Conference on the Computational Processing of Portuguese (PROPOR 2020)

### Évora, Portugal, March 2nd, 2020.

Edited by

### Maria José Finatto *
Renata Vieira **
Senja Pollak ***
Saturnino Luz ****

* Federal University of Rio Grande do Sul, Brazil
** University of Évora, CIDEHUS, Portugal and PUCRS, Brazil
*** Jožef Stefan Institute, Slovenia
**** The University of Edinburgh, Scotland

## Table of Contents

- Preface

### Session 1: Full papers

- Analyses of Characters in Dramatic Works by Using Document Embeddings 1-10
  Mehmet Can Yavuz
- Detecting Group Beliefs Related to 2018's Brazilian Elections in Tweets: A Combined Study on Modeling Topics and Sentiment Analysis 11-21
  Brenda Salenave Santana, Aline Aver Vanin
- Predicting Judicial Outcomes in the Brazilian Legal System Using Textual Features 22-32
  Vithor Gomes Ferreira Bertalan, Evandro Eduardo Seron Ruiz
- Natural Language Processing for Literary Text Analysis: Word-Embeddings-Based Analysis of Zofka Kveder's Work 33-42
  Senja Pollak, Matej Martinc, Katja Mihurko Poniž

### Session 2: Short Papers

- Linguistic and orthographical classic Portuguese variants Challenges for NLP 43-48
  Helena Freire Cameron, Maria Filomena Gonçalves, Paulo Quaresma
- Information Extraction from Historical Texts: a Case Study 49-56
  Paulo Quaresma, Maria José Bocorny Finatto
- Looking at Body Expressions to Enrich Emotion Clusters 57-62
  Barbara Ramos, Diana Santos, Cláudia Freitas
- Text Similarity Using Word Embeddings to Classify Misinformation 63-68
  Caio Sacramento de Britto Almeida, Débora Abdalla Santos
- Excavating the Data Pit: the Portuguese Parish Memories (1758) as a Gold Standard 69-75
  Ivo Santos, Fernanda Olival, Ofélia Sequeira

### Session 3: Extended Abstracts

- MedSimples: An Automated Simplification Tool for Promoting Health Literacy in Brazil 76-78
  Liana Paraguassu, Leonardo Zilio, Luis Antonio Leiva Hercules, Maria José Bocorny Finatto
- Trade and Circulation of Medicines in Medical Texts: Digital Humanities and History of Colonial America 79-81
  Danielle Sanches, Luis Ribeiro Gonçalves

2020-05-09: submitted by Renata Vieira, metadata incl. bibliographic data published under Creative Commons CC0
2020-05-19: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|