Refereed Journal Publications
Trabelsi, A., Zaiane, O.R. "Mining Contentious Documents." Knowledge and Information Systems, Volume 48, 3, pp. 537-560, 2016. Publisher Link.
Trabelsi, A., Zaiane, O.R. "Extraction and Clustering of Arguing Expressions in Contentious Text." Data & Knowledge Engineering, Volume 100, Part B, pp. 226-239, 2015.
Refereed Conference Publications
Huang, C., Trabelsi, A., Qin, X., Farruque, N., Mou, L., Zaiane, O.R. "Seq2Emo: A Sequence to Multi-Label Emotion Classification", To appear in NAACL-HLT, 2021.
Strobl, M., Trabelsi, A., Zaiane, O.R. "WEXEA: Wikipedia EXhaustive Entity Annotation", 12th International Conference on Language Resources and Evaluation (LREC), 2020.
Huang, C., Trabelsi, A., Qin, X., Farruque, N., Zaiane, O.R. "Seq2Emo for Multilabel Emotion Classication Based on Latent Variable Chains Transformation", arXiv, 2019
Trabelsi, A., Zaiane, O.R. "PhAITV: A Phrase Author Interaction Topic Viewpoint Model for the Summarization of Reasons Expressed by Polarized Stances", International AAAI Conference on Web and Social Media (ICWSM), 2019.
Trabelsi, A., Zaiane, O.R. "Contrastive Reasons Detection and Clustering from Online Polarized Debates", 20th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), 2019. [Best Paper Award]
Mehrjardi, M., Trabelsi, A., Zaiane, O.R. "Self-attentional Models Application in Task-oriented Dialogue Generation Systems", Recent Advances in Natural Language Processing (RANLP) 2019.
Cao, P., Tang, S., Huang, M., Yang, J., Zhao, D., Trabelsi, A., Zaiane, O.R. "Feature-aware Multi-task Feature Learning for Predicting Cognitive Outcomes in Alzheimer's Disease", IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019.
Trabelsi, A., Zaiane, O.R. "Unsupervised Model for Topic Viewpoint Discovery in Online Debates Leveraging Author Interactions." 12th International AAAI Conference on Web and Social Media (ICWSM), 2018.
Huang, C., Zaiane, O.R., Trabelsi, A., Dziri, N. "Automatic Dialogue Generation with Expressed Emotions", 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018
Trabelsi, A., Zaiane, O.R. "Mining Contentious Documents Using an Unsupervised Topic Model Based Approach." In Proceedings of the 14th IEEE International Conference on Data Mining (ICDM), pp. 550-559, 2014. (acceptance rate 9.7%)
Trabelsi, A., Zaiane, O.R. "A Joint Topic Viewpoint Model for Contention Analysis." In Proceedings of the 19th International Conference on Application of Natural Language Processing and Information Systems (NLDB), pp. 114-125, 2014.
Trabelsi, A., Frasson, C. "The Emotional Machine: A Machine Learning Approach to Online Prediction of User's Emotion and Intensity." In Proceedings of the 10th IEEE International Conference on Advanced Learning Technologies (ICALT), pp. 613-617, 2010.
Refereed Workshop Publications
Perumal, A., Huang, C., Trabelsi, A., Zaiane, O.R. ``ANA at SemEval-2020 Task 4: mUlti-task learNIng for cOmmonsense reasoNing (UNION)", SemEval at the 28th International Conference on Computational Linguistics (COLING), 2020
Huang, C., Trabelsi, A., Zaiane, O.R. "ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT", SemEval at the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT), 2019
Cao, P., Teng, Z., Huang, M., Yang, J., Zhao, D., Trabelsi, A., Zaiane, O.R. "An Ensemble Framework with l21-norm Regularized Hypergraph Laplacian Multi-label Learning for Clinical Data Prediction", 10th International Workshop on Biomedical and Health Informatics (BHI) at the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019.
Trabelsi, A., Zaiane, O.R. "Finding Arguing Expressions of Divergent Viewpoints in Online Debates." In Proceedings of the 5th Workshop on Language Analysis for Social Media (LASM) at the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL), pp. 35-43, 2014.