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Publications

2021

Current limitations in cyberbullying detection : on evaluation criteria, reproducibility, and data scarcity (.pdf)

Emmery, C., Verhoeven, B., De Pauw, G., Jacobs, G.M., Van Hee, C., Lefever, E., Desmet, B., Hoste, V., & Daelemans, W. (2021).

2018

SMHD : a large-scale resource for exploring online language usage for multiple mental health conditions (.pdf)

Cohan, A., Desmet, B., Yates, A., Soldaini, L., MacAvaney, S., & Goharian, N. (2018).

Online suicide prevention through optimised text classification (.pdf)

Desmet, B., & Hoste, V. (2018).

RSDD-time : temporal annotation of self-reported mental health diagnoses (.pdf)

MacAvaney, S., Desmet, B., Cohan, A., Soldaini, L., Yates, A., Zirikly, A., & Goharian, N. (2018).

Automatic detection of cyberbullying in social media text (.pdf)

Van Hee, C., Jacobs, G.M., Emmery, C., Desmet, B., Lefever, E., Verhoeven, B., De Pauw, G., Daelemans, W., & Hoste, V. (2018).

2017

Online suicidality detection: can we help the helper?

Desmet, B., & Hoste, V. (2017).

An automatic part-of-speech tagger for Middle Low German (.pdf)

Koleva, M., Farasyn, M., Desmet, B., Breitbarth, A., & Hoste, V. (2017).

Noise or music? Investigating the usefulness of normalisation for robust sentiment analysis on social media data (.pdf)

Van Hee, C., Van de Kauter, M., De Clercq, O., Lefever, E., Desmet, B., & Hoste, V. (2017).

2016

Mental distress detection and triage in forum posts: the LT3 CLPsych 2016 shared task system (.pdf)

Desmet, B., Jacobs, G.M., & Hoste, V. (2016).

TripleSent: a triple store of events associated with their prototypical sentiment (.pdf)

Hoste, V., Lefever, E., van der Waart van Gulik, S., & Desmet, B. (2016).

Multi-modular text normalization of Dutch user-generated content (.pdf)

Schulz, S., De Pauw, G., De Clercq, O., Desmet, B., Hoste, V., Daelemans, W., & Macken, L. (2016).

The GW/LT3 VarDial 2016 shared task system for dialects and similar languages detection (.pdf)

Zirikly, A., Desmet, B., & Diab, M. (2016).

2015

UGENT-LT3 SCATE system for machine translation quality estimation (.pdf)

Tezcan, A., Hoste, V., Desmet, B., & Macken, L. (2015).

Automatic detection and prevention of cyberbullying (.pdf)

Van Hee, C., Lefever, E., Verhoeven, B., Mennes, J., Desmet, B., De Pauw, G., Daelemans, W., & Hoste, V. (2015).

Detection and fine-grained classification of cyberbullying events (.pdf)

Van Hee, C., Lefever, E., Verhoeven, B., Mennes, J., Desmet, B., De Pauw, G., Daelemans, W., & Hoste, V. (2015).

The good, the bad and the implicit: a comprehensive approach to annotating explicit and implicit sentiment (.pdf)

Van de Kauter, M., Desmet, B., & Hoste, V. (2015).

2014

Guidelines for Normalizing Dutch and English User Generated Content (.pdf)

De Clercq, O., Desmet, B., & Hoste, V. (2014).

Towards shared datasets for normalization research (.pdf)

De Clercq, O., Schulz, S., Desmet, B., & Hoste, V. (2014).

Using the crowd for readability prediction (.pdf)

De Clercq, O., Hoste, V., Desmet, B., van Oosten, P., De Cock, M., & Macken, L. (2014).

Finding the online cry for help : automatic text classification for suicide prevention (.pdf)

Desmet, B. (2014).

Taaltechnologie 2.0: sentimentanalyse en normalisatie (.pdf)

Desmet, B., De Clercq, O., Van de Kauter, M., Schulz, S., Van Hee, C., & Hoste, V. (2014).

Fine-grained Dutch named entity recognition (.pdf)

Desmet, B., & Hoste, V. (2014).

Recognising suicidal messages in Dutch social media (.pdf)

Desmet, B., & Hoste, V. (2014).

Dutch parallel corpus en SoNaR (.pdf)

Macken, L., De Clercq, O., Desmet, B., & Hoste, V. (2014).

SoNaR-1

Oostdijk, N., Reynaert, M., Hoste, V., van den Heuvel, H., Monachesi, P., Desmet, B., De Clercq, O., & Schuurman, I. (2014).

SoNaR-500

Oostdijk, N., Hoste, V., de Jong, F., Reynaert, M., De Clercq, O., Desmet, B., & van den Heuvel, H. (2014).

Guidelines for the Fine-Grained Analysis of Polar Expressions, version 2.0 (.pdf)

Van de Kauter, M., Desmet, B., & Hoste, V. (2014).

2013

Normalization of Dutch user-generated content (.pdf)

De Clercq, O., Desmet, B., Schulz, S., Lefever, E., & Hoste, V. (2013).

Gallop Documentation (.pdf)

Desmet, B., Hoste, V., Verstraeten, D., & Verhasselt, J. (2013).

Emotion detection in suicide notes (.pdf)

Desmet, B., & Hoste, V. (2013).

LeTs preprocess: the multilingual LT3 linguistic preprocessing toolkit (.pdf)

Van de Kauter, M., Coorman, G., Lefever, E., Desmet, B., Macken, L., & Hoste, V. (2013).

2012

Combining lexico-semantic features for emotion classification in suicide notes (.pdf)

Desmet, B., & Hoste, V. (2012).

2011

Dutch named entity recognition using classifier ensembles (.pdf)

Desmet, B., & Hoste, V. (2011).

2010

Towards a balanced named entity corpus for Dutch (.pdf)

Desmet, B., & Hoste, V. (2010).

Dutch named entity recognition using ensemble classifiers (.pdf)

Desmet, B., & Hoste, V. (2010).

Towards a learning approach for abbreviation detection and resolution (.pdf)

Vanopstal, K., Desmet, B., & Hoste, V. (2010).

2009

Named Entity Annotatierichtlijnen voor het Nederlands (.pdf)

Desmet, B., & Hoste, V. (2009).