Publications

2018
Ritesh Kumar, Atul Kr Ojha, Shervin Malmasi, and Marcos Zampieri. 2018. “Benchmarking Aggression Identification in Social Media.” In Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018), Pp. 1–11.
Shervin Malmasi and Marcos Zampieri. 2018. “Challenges in Discriminating Profanity from Hate Speech.” Journal of Experimental & Theoretical Artificial Intelligence, 30, 2, Pp. 187-202. Publisher's Version
Liviu P Dinu, Alina Maria Ciobanu, Marcos Zampieri, and Shervin Malmasi. 2018. “Classifier Ensembles for Dialect and Language Variety Identification.” arXiv preprint arXiv:1808.04800.
Fernando Benites, Shervin Malmasi, and Marcos Zampieri. 2018. “Classifying Patent Applications with Ensemble Methods.” In Proceedings of the Australasian Language Technology Workshop (ALTA).
Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi, Santanu Pal, and Liviu P Dinu. 2018. “Discriminating between Indo-Aryan Languages Using SVM Ensembles.” In Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018), Pp. 178–184.
Alina Maria Ciobanu, Shervin Malmasi, and Liviu P Dinu. 2018. “German Dialect Identification Using Classifier Ensembles.” In Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018), Pp. 288–294.
Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Ahmed Ali, Suwon Shuon, James Glass, Yves Scherrer, Tanja Samardżić, Nikola Ljubešić, Jörg Tiedemann, Chris van der Lee, Stefan Grondelaers, Nelleke Oostdijk, Antal van den Bosch, Ritesh Kumar, Bornini Lahiri, and Mayank Jain. 2018. “Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign.” In Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial). Santa Fe, USA.
Shervin Malmasi and Mark Dras. 2018. “Native Language Identification With Classifier Stacking and Ensembles.” Computational Linguistics, 44, 3, Pp. 403–446. Publisher's Version
Shervin Malmasi, Iria {del R\'ıo, and Marcos Zampieri. 2018. “Portuguese Native Language Identification.” In Proceedings of International Conference on the Computational Processing of Portuguese (PROPOR). Springer.
Iria {del R\'ıo, Marcos Zampieri, and Shervin Malmasi. 2018. “A Portuguese Native Language Identification Dataset.” BEA-13.
Seid Muhie Yimam, Chris Biemann, Shervin Malmasi, Gustavo H Paetzold, Lucia Specia, Sanja Štajner, Ana{\"ıs Tack, and Marcos Zampieri. 2018. “A Report on the Complex Word Identification Shared Task 2018.” BEA-13.
2017
Shervin Malmasi and Marcos Zampieri. 2017. “Arabic Dialect Identification Using iVectors and ASR Transcripts.” In Proceedings of the Fourth VarDial Workshop, Pp. 178–183. Valencia, Spain.
Shervin Malmasi, Nicolae L. Sandor, Naoshi Hosomura, Matt Goldberg, Stephen Skentzos, and Alexander Turchin. 2017. “Canary: An Information Extraction Platform for Clinical Researchers.” In American Medical Informatics Association Annual Symposium System Demonstrations (AMIA 2017). Washington, DC, USA.
Shervin Malmasi, Nicolae L. Sandor, Naoshi Hosomura, Matt Goldberg, Stephen Skentzos, and Alexander Turchin. 2017. “Canary: An NLP Platform for Clinicians and Researchers.” In Applied Clinical Informatics, 8: Pp. 447–453. Publisher's Version
Marcos Zampieri, Shervin Malmasi, Gustavo Paetzold, and Lucia Specia. 2017. “Complex Word Identification: Challenges in Data Annotation and System Performance.” In Proceedings of the 4th Workshop on NLP Techniques for Educational Applications (NLPTEA). Taipei, Taiwan.
N Hosomura, S Malmasi, D Timerman, VJ Lei, H Zhang, L Chang, and A Turchin. 2017. “Decline of Insulin Therapy by People with Uncontrolled Diabetes Mellitus and Delays in Insulin Initiation.” Diabetic Medicine. Publisher's Version
Shervin Malmasi and Marcos Zampieri. 2017. “Detecting Hate Speech in Social Media.” In Proceedings of the Recent Advances in Natural Language Processing Conference (RANLP 2017), Pp. 467–472. Varna, Bulgaria.
Octavia-Maria, Marcos Zampieri, Shervin Malmasi, Mihaela Vela, Liviu P. Dinu, and Josef van Genabith. 2017. “Exploring the Use of Text Classification in the Legal Domain.” In Proceedings of 2nd Workshop on Automated Semantic Analysis of Information in Legal Texts (ASAIL). London, United Kingdom.
Shervin Malmasi, Naoshi Hosomura, Lee-Shing Chang, C. Justin Brown, Stephen Skentzos, and Alexander Turchin. 2017. “Extracting Healthcare Quality Information from Unstructured Data.” In American Medical Informatics Association Annual Symposium Proceedings (AMIA 2017). Washington, DC, USA.
Shervin Malmasi and Mark Dras. 2017. “Feature Hashing for Language and Dialect Identification.” In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017). Vancouver, Canada.

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