Publications

Emmery, Chris, Ben Verhoeven, Guy De Pauw, Gilles Jacobs, Cynthia Van Hee, Els Lefever, Bart Desmet, Véronique Hoste, and Walter Daelemans. 2020. “Current Limitations in Cyberbullying Detection: On Evaluation Criteria, Reproducibility, and Data Scarcity”. Language Resources and Evaluation, 37. doi:10.1007/s10579-020-09509-1.

Jacobs, Gilles, Cynthia Van Hee, and Véronique Hoste. 2020. “Automatic Classification of Participant Roles in Cyberbullying: Can We Detect Victims, Bullies, and Bystanders in Social Media Text?”. Natural Language Engineering, 26. doi:10.1017/s135132492000056x.

Bauwelinck, Nina, Gilles Jacobs, Véronique Hoste, and Els Lefever. 2019. “LT3 at SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter (hatEval)”. In Proceedings of the 13th International Workshop on Semantic Evaluation. Minneapolis, Minnesota, USA: Association for Computational Linguistics. doi:10.18653/v1/S19-2077.

Van Hee, Cynthia, Gilles Jacobs, Chris Emmery, Bart Desmet, Els Lefever, Ben Verhoeven, Guy De Pauw, Walter Daelemans, and Véronique Hoste. 2018. “Automatic Detection of Cyberbullying in Social Media Text”. Plos One 13: 22. http://dx.doi.org/10.1371/journal.pone.0203794.

Van Royen, Kathleen, Karolien Poels, and Heidi Vandebosch. 2016. “Help, I Am Losing Control! Examining the Reporting of Sexual Harassment by Adolescents to Social Networking Sites”. Cyberpsychology, Behavior, and Social Networking 19: 16-22.

Verhoeven, Ben, Walter Daelemans, and Barbara Plank. 2016. “TwiSty: A Multilingual Twitter Stylometry Corpus for Gender and Personality Profiling”. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16).

van de Loo, Janneke, Guy De Pauw, and Walter Daelemans. 2016. “Text-Based Age and Gender Prediction for Online Safety Monitoring”. The International Journal of Cyber-Security and Digital Forensics 5: 46-60.

Tulkens, Stephan, Chris Emmery, and Walter Daelemans. 2016. “Evaluating Unsupervised Dutch Word Embeddings As a Linguistic Resource”. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16).

Vanhove, Thomas, Gregory Van Seghbroeck, Tim Wauters, Bruno Volckaert, and Filip De Turck. 2016. “Managing the Synchronization in the Lambda Architecture for Optimized Big Data Analysis”. IEICE TRANSACTIONS on Communications E99-B: 297-306.

Zegers, Jeroen, and Hugo Van hamme. 2016. “Joint Sound Source Separation and Speaker Recognition”. In Interspeech 2016. San Francisco, USA.

Tulkens, Stephan, Lisa Hilte, Elise Lodewyckx, Ben Verhoeven, and Walter Daelemans. 2016. “A Dictionary-Based Approach to Racism Detection in Dutch Social Media”. In First Workshop on Text Analytics for Cybersecurity and Online Safety (TA-COS 2016). Portorož, Slovenia: European Language Resources Association (ELRA).

De Pauw, Guy, Ben Verhoeven, Bart Desmet, and Els Lefever. 2016. “Proceedings of the First Workshop on Text Analytics for Cybersecurity and Online Safety (TA-COS 2016)”. Portorož, Slovenia: European Language Resources Association (ELRA).

Desmet, Bart, Gilles Jacobs, and Véronique Hoste. 2016. “Mental Distress Detection and Triage in Forum Posts: The LT3 CLPsych 2016 Shared Task System”. In The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. San Diego, California: Association for Computational Linguistics.

Van Hee, Cynthia, Els Lefever, and Véronique Hoste. 2016. “Exploring the Realization of Irony in Twitter Data”. In Tenth International Conference on Language Resources and Evaluation (LREC 2016). Portorož, Slovenia: European Language Resources Association (ELRA).

Van Royen, Kathleen, Karolien Poels, Heidi Vandebosch, and Philippe Adam. 2016. “‘Thinking before posting?’ Reducing Cyber Harassment on Social Networking Sites through a Reflective Message”. Computers in Human Behavior.

Ordonez-Ante, Leandro, Thomas Vanhove, Gregory Van Seghbroek, Tim Wauters, and Filip De Turck. 2016. “Interactive Querying and Data Visualization for Abuse Detection in Social Network Sites”. In The 4th International Workshop on Big Data and Social Networking Management and Security. Barcelona, Spain.

Van Royen, Kathleen, Karolien Poels, and Heidi Vandebosch. 2016. “Harmonizing Freedom and Protection : Adolescents Voices on Automatic Monitoring of Social Networking Sites”. Children and Youth Services Review 64: 35-41. doi:10.1016/J.CHILDYOUTH.2016.02.024.

Zirikly, Ayah, Bart Desmet, and Mona Diab. 2016. “The GW LT3 VarDial 2016 Shared Task System for Dialects and Similar Languages Detection”. In Third Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial), COLING 2016. Osaka, Japan.

Schulz, Sarah, Guy De Pauw, Orphee De Clercq, Bart Desmet, Véronique Hoste, Walter Daelemans, and Lieve Macken. 2016. “Multi-Modular Text Normalization of Dutch User-Generated Content”. ACM Transactions on Intelligent Systems and Technology 7: 1-61. doi:10.1145/2850422.

Van Hee, Cynthia, Els Lefever, Ben Verhoeven, Julie Mennes, Bart Desmet, Guy De Pauw, Walter Daelemans, and Véronique Hoste. 2015. “Detection and Fine-Grained Classification of Cyberbullying Events”. In Proceedings of the 10th Recent Advances in Natural Language Processing (RANLP 2015). Hissar, Bulgaria.

Van Hee, Cynthia, Els Lefever, Ben Verhoeven, Julie Mennes, Bart Desmet, Guy De Pauw, Walter Daelemans, and Véronique Hoste. 2015. “Automatic Detection and Prevention of Cyberbullying”. In Proceedings of the First International Conference on Human and Social Analytics (HUSO 2015). St. Julians, Malta.

Van Hee, Cynthia, Ben Verhoeven, Els Lefever, Guy De Pauw, Véronique Hoste, and Walter Daelemans. 2015. “Guidelines for the Fine-Grained Analysis of Cyberbullying”. Ghent, Belgium.

Vanhove, Thomas, Gregory Van Seghbroeck, Tim Wauters, Filip De Turck, Brecht Vermeulen, and Piet Demeester. 2015. “Tengu: An Experimentation Platform for Big Data Applications”. In The International Workshop on Computer and Networking Experimental Research Using Testbeds. Columbus, Ohio, USA.

Vandebosch, Heidi, Philippe Adam, Kath Albury, Sara Bastiaensens, John de Wit, Stephanie Donald-Hemelryck, Kathleen Van Royen, and Johanna Vermeulen. 2015. “Engaging Adolescents in Narrative Research and Interventions on Cyberbullying”. In , 229-46. New York, N.Y.: Peter Lang Publishing Inc. doi:10.3726/978-1-4539-1629-2.

Van Royen, Kathleen, Heidi Vandebosch, and Karolien Poels. 2015. “Severe Sexual Harassment on Social Networking Sites : Belgian Adolescents Views”. Journal of Children and Media 9: 472-91. doi:10.1080/17482798.2015.1089301.

Poels, Karolien, and Véronique Hoste. 2015. “Automatic Emotion Detection in Social Media for on the Fly Organizational Crisis Communication”. In Proceedings of the First International Conference on Human and Social Analytics (HUSO 2015). St. Julians, Malta.

De Clercq, Orphee, Sarah Schulz, Bart Desmet, and Véronique Hoste. 2014. “Towards Shared Datasets for Normalization Research”. In Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014). Reykjavik, Iceland: European Language Resources Association (ELRA).

Van Den Broeck, Evert, Karolien Poels, Heidi Vandebosch, and Kathleen Van Royen. 2014. “Online Perspective-Taking As an Intervention Tool Against Cyberbullying”. Studies in Health Technology and Informatics, 113-17. doi:10.3233/978-1-61499-401-5-113.

Verhoeven, Ben, and Walter Daelemans. 2014. “CLiPS Stylometry Investigation (CSI) Corpus: A Dutch Corpus for the Detection of Age, Gender, Personality, Sentiment and Deception in Text”. In Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014). Reykjavik, Iceland: European Language Resources Association (ELRA).

Desmet, Bart, and Véronique Hoste. 2014. “Recognising Suicidal Messages in Dutch Social Media”. In Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014). Reykjavik, Iceland: European Language Resources Association (ELRA).

Van Royen, Kathleen, Karolien Poels, Walter Daelemans, and Heidi Vandebosch. 2014. “Automatic Monitoring of Cyberbullying on Social Networking Sites: From Technical Feasibility to Desirability”. Telematics and Informatics, 1-9.

Desmet, Bart, Orphee De Clercq, Marjan Van de Kauter, Sarah Schulz, Cynthia Van Hee, and Véronique Hoste. 2014. “Taaltechnologie 2.0: Sentimentanalyse En Normalisatie”. In , 157-61. Ghent, Belgium: Academia Press.

Van Hee, Cynthia, Marjan Van de Kauter, Orphee De Clercq, Els Lefever, and Véronique Hoste. 2014. “LT3: Sentiment Classification in User-Generated Content Using a Rich Feature Set”. In Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014). Dublin, Ireland.

Verhoeven, Ben, Juan Soler Company, and Walter Daelemans. 2014. “Investigating Content-Independent Features for Personality Recognition”. In Proceedings of the Workshop on Computational Personality Recognition (WCPR14), Orlando, FL, USA, 2014. Orlando, FL, USA.

De Clercq, Orphee, Sarah Schulz, Bart Desmet, Els Lefever, and Véronique Hoste. 2013. “Normalization of Dutch User-Generated Content”. In 9th International Conference on Recent Advances in Natural Language Processing (RANLP 2013). Hissar, Bulgaria.

Vanhove, Thomas, Philip Leroux, Tim Wauters, and Filip De Turck. 2013. “Towards the Design of a Platform for Abuse Detection in OSNs Using Multimedial Data Analysis”. In , 1195-98. Ghent, Belgium.

Verhoeven, Ben, Walter Daelemans, and Tom De Smedt. 2013. “Ensemble Methods for Personality Recognition”. In Workshop on Computational Personality Recognition (Shared Task). Boston, MA, USA.

Daelemans, Walter. 2013. “Explanation in Computational Stylometry”. In 14th International Conference on Intelligent Text Processing and Computational Linguistics (CIC-Ling 2013). Samos, Greece.

Luyckx, Kim, Frederik Vaassen, Claudia Peersman, and Walter Daelemans. 2012. “Fine-Grained Emotion Detection in Suicide Notes: A Thresholding Approach to Multi-Label Classification”. Biomedical Information Insights (BII) 5: 61-69.

Peersman, Claudia, Frederik Vaassen, Vincent Van Asch, and Walter Daelemans. 2012. “Conversation Level Constraints on Pedophile Detection in Chat Rooms”. In CLEF 2012 Conference and Labs of the Evaluation Forum - Uncovering Plagiarism, Authorship, and Social Software Misuse (PAN). Rome, Italy.