| Vol-2453 urn:nbn:de:0074-2453-4 Copyright © 2019 for the individual papers by the papers' authors. Copyright © 2019 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).

# GxG-CLIN29 2019
GxG-CLIN29 Shared Task

### Proceedings of the Shared Task on Cross-Genre Gender Prediction in Dutch at CLIN29 (GxG-CLIN29)
co-located with the 29th Conference on Computational Linguistics in The Netherlands (CLIN29)

### Groningen, The Netherlands, January 31, 2019.

Edited by

### Hessel Haagsma *
Tim Kreutz **
Masha Medvedeva *
Walter Daelemans **
Malvina Nissim *

* Center for Language and Cognition, Faculty of Arts, University of Groningen, Groningen, The Netherlands
** CLiPS, Computational Linguistics & Psycholinguisitcs, University of Antwerp, Belgium

## Table of Contents

### Session 1: Task Overview

- Overview of the CLIN29 Shared Task on Cross-Genre Gender Prediction in Dutch 1-5
  Hessel Haagsma, Tim Kreutz, Masha Medvedeva, Walter Daelemans, Malvina Nissim

### Session 2: Participating Systems

- Embedding and Clustering for Cross-Genre Gender Prediction 6-13
  Rianne Bos, Kelly Dekker, Harmjan Setz
- Exploring Combining Training Datasets for the CLIN 2019 Shared Task on Cross-genre Gender Detection in Dutch 14-21
  Gerlof Bouma
- Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch 22-29
  Eduardo Brito, Rafet Sifa, Christian Bauckhage
- Co-Training vs. Simple SVM Comparing Two Approaches for Cross-Genre Gender Prediction 30-38
  Lennart Faber, Ian Matroos, Leon Melein Wessel Reijngoud
- Gender prediction using lexical, morphological, syntactic and character-based features in Dutch 39-44
  Evgenii Glazunov
- Pooled LSTM for Dutch Cross-genre Gender Classification 45-52
  Matej Martinc, Senja Pollak
- ABI Neural Ensemble Model for Gender Prediction 53-61
  Eva Vanmassenhove, Amit Moryossef, Alberto Poncelas, Andy Way, Dimitar Shterionovα

2019-09-20: submitted by Malvina Nissim, metadata incl. bibliographic data published under Creative Commons CC0
2019-09-22: published on CEUR-WS.org |valid HTML5|