| Vol-2150 urn:nbn:de:0074-2150-3 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# IberEval 2018
Evaluation of Human Language Technologies for Iberian Languages Workshop 2018

### Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018)
co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018)

### Sevilla, Spain, September 18th, 2018.

Edited by

### Paolo Rosso*
Julio Gonzalo**
Raquel Martínez**
Soto Montalvo***
Jorge Carrillo-de-Albornoz**

* PRHLT Research Center, Universitat Politècnica de València, Spain
** Universidad Nacional de Educación a Distancia, Spain
*** Universidad Rey Juan Carlos, Spain

## Table of Contents

- Preface
- Organization

### Track 1: Disability annotation on documents from the biomedical domain (DIANN)

- Overview of the DIANN Task: Disability Annotation Task 1-14
  Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
- GPLSIUA Team at the DIAAN 2018 Task 15-24
  Isabel Moreno, M.T. Romá-Ferri, Paloma Moreda
- Simple Language Independent Sequence Labelling for the Annotation of Disabilities in Medical Texts 25-30
  Rodrigo Agerri, German Rigau
- A Hybrid Approach For Automatic Disability Annotation 31-36
  Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Arantza Casillas, Arantza Díaz de Ilarraza, Nerea Ezeiza, Maite Oronoz, Alicia Pérez, Olatz Perez de Viñaspre
- SINAI at DIANN - IberEval 2018. Annotating Disabilities in Multi-language Systems with UMLS 37-43
  Pilar López- Úbeda, Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, Salud María Jiménez-Zafra
- A Hybrid Bi-LSTM-CRF Model to Recognition of Disabilities from Biomedical Texts 44-52
  Renzo M. Rivera Zavala, Paloma Martinez, Isabel Segura-Bedmar
- UNED at DIANN 2018: Unsupervised System for Automatic Disabilities Labeling in Medical Scientific Documents 53-60
  Hermenegildo Fabregat, Juan Martínez-Romo, Lourdes Araujo
- Basic CRF Approach to DIANN 2018 Shared Task 61-65
  Pol Alvarez Vecino, Lluís Padró
- Semi-supervised Learning for Disabilities Detection on English and Spanish Biomedical Text 66-73
  Salvador Medina, Jordi Turmo, Henry Loharja, Lluís Padró

### Track 2: Authorship and aggressiveness analysis in Twitter: case study in Mexican Spanish (MEX-A3T)

- Overview of MEX-A3T at IberEval 2018: Authorship and Aggressiveness Analysis in Mexican Spanish Tweets 74-96
  Miguel Á. Álvarez-Carmona, Estefanía Guzmán-Falcón, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, Verónica Reyes-Meza, Antonio Rico-Sulayes
- CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation 97-101
  Ilia Markov, Helena Gómez-Adorno, Mónica Jasso-Rosales, Grigori Sidorov
- A Machine Learning Approach for Detecting Aggressive Tweets in Spanish 102-107
  Helena Gómez-Adorno, Gemma Bel-Enguixa, Gerardo Sierra, Octavio Sánchez, Daniela Quezada
- Deep Analysis in Aggressive Mexican Tweets 108-113
  Simona Frenda, Somnath Banerjee
- Attention Mechanism for Aggressive Detection 114-118
  Carlos Enrique Muñiz Cuza, Gretel Liz De la Peña Sarracén, Paolo Rosso
- Linguistic Generalization of Slang Used in Mexican Tweets, Applied in Aggressiveness Detection 119-127
  Sebastián Correa, Alberto Martin
- INGEOTEC at MEX-A3T: Author Profiling and Aggressiveness Analysis in Twitter Using μTC and EvoMSA 128-133
  Mario Graff, Sabino Miranda-Jiménez, Eric S. Tellez, Daniela Moctezuma, Vladimir Salgado, José Ortiz-Bejar, Claudia N. Sánchez
- Author Profiling and Aggressiveness Detection in Spanish Tweets: MEX-A3T 2018 134-139
  Mario Ezra Aragón, A. Pastor López-Monroy
- The Winning Approach for Author Profiling of Mexican Users in Twitter at MEX.A3T@IBEREVAL-2018 140-148
  Rosa María Ortega-Mendoza, A. Pastor López-Monroy

### Track 3: MultiModal Stance Detection in tweets on Catalan 1Oct Referendum (MultiStanceCat)

- Overview of the Task on Multimodal Stance Detection in Tweets on Catalan #1Oct Referendum 149-166
  Mariona Taulé, Francisco Rangel, M. Antònia Martí, Paolo Rosso
- CriCa Team: MultiModal Stance Detection in Tweets on Catalan 1Oct Referendum (MultiStanceCat) 167-172
  Carlos Almendros Cuquerella, Cristóbal Cervantes Rodríguez
- ELiRF-UPV at MultiStanceCat 2018 173-179
  José-Ángel González, Lluís-Felip Hurtado, Ferran Pla
- LABDA's Early Steps Toward Multimodal Stance Detection 180-186
  Isabel Segura-Bedmar

### Track 4: Humor Analysis based on Human Annotation (HAHA)

- Overview of the HAHA Task: Humor Analysis Based on Human Annotation at IberEval 2018 187-194
  Santiago Castro, Luis Chiruzzo, Aiala Rosá
- INGEOTEC at IberEval 2018 Task HaHa: μTC and EvoMSA to Detect and Score Humor in Texts 195-202
  José Ortiz-Bejar, Vladimir Salgado, Mario Graff, Daniela Moctezuma, Sabino Miranda-Jiménez, Eric S. Tellez
- UO_UPV: Deep Linguistic Humor Detection in Spanish Social Media 203-213
  Reynier Ortega-Bueno, Carlos E. Muñiz-Cuza, José E. Medina Pagola, Paolo Rosso

### Track 5: Automatic Misogyny Identification (AMI)

- Overview of the Task on Automatic Misogyny Identification at IberEval 2018 214-228
  Elisabetta Fersini, Paolo Rosso, Maria Anzovino
- Misogyny Identification Through SVM at IberEval 2018 229-233
  Jose Sebastián Canós
- 14-ExLab@UniTo for AMI at IberEval2018: Exploiting Lexical Knowledge for Detecting Misogyny in English and Spanish Tweets 234-241
  Endang Wahyu Pamungkas, Alessandra Teresa Cignarella, Valerio Basile, Viviana Patti
- Detecting Misogynous Tweets 242-248
  Resham Ahluwalia, Evgeniia Shcherbinina, Edward Callow, Anderson Nascimento, Martine De Cock
- Automatic Misogyny Identification Using Neural Networks 249-254
  Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Arantza Casillas, Arantza Díaz de Ilarraza, Nerea Ezeiza, Maite Oronoz, Alicia Pérez, Olatz Perez de Viñaspre
- Classifying Misogynistic Tweets Using a Blended Model: The AMI Shared Task in IBEREVAL 2018 255-259
  Elena Shushkevich, John Cardiff
- Exploration of Misogyny in Spanish and English Tweets 260-267
  Simona Frenda, Bilal Ghanem, Manuel Montes-y-Gómez
- Identification and Classification of Misogynous Tweets Using Multi-classifier Fusion 268-273
  Han Liu, Fatima Chiroma, Mihaela Cocea
- AMI at IberEval2018 Automatic Misogyny Identification in Spanish and English Tweets 274-279
  Victor Nina-Alcocer

### Track 6: Second Biomedical Abbreviation Recognition and Resolution track (BARR2)

- Finding Mentions of Abbreviations and Their Definitions in Spanish Clinical Cases: The BARR2 Shared Task Evaluation Results 280-289
  Ander Intxaurrondo, Montserrat Marimon, Aitor Gonzalez-Agirre, Jose Antonio Lopez-Martin, Heidy Rodriguez, Jesus Santamaria, Marta Villegas, Martin Krallinger
- MAMTRA-MED at Biomedical Abbreviation Recognition and Resolution - IberEval 2018 290-296
  Soto Montalvo, Raquel Martínez, Mario Almagro, Susana Lorenzo
- A Simple Method to Extract Abbreviations Within a Document Using Regular Expressions 297-301
  Christian Sánchez, Paloma Martínez
- ARBOREx: Abbreviation Resolution Based on Regular Expressions for BARR2 302-315
  Fernando Sánchez-León
- A Simple Approach to Abbreviation Resolution at BARR2, IberEval 2018 316-321
  José Castaño, Pilar Ávila, David Pérez, Hernán Berinsky, Hee Park, Laura Gambarte, Daniel Luna
- Vicomtech at BARR2: Detecting Biomedical Abbreviations with ML Methods and Dictionary-based Heuristics 322-328
  Montse Cuadros, Naiara Pérez, Iker Montoya, Aitor García Pablos

2018-07-26: submitted by Jorge Carrillo-de-Albornoz, metadata incl. bibliographic data published under Creative Commons CC0
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