Publications

Journal publications

• Ludwig, Oswaldo, Do Thi, Ngoc Quynh, Smith, Cameron, Cavazza, Marc & Moens, Marie-Francine. Learning to Extract Action Descriptions from Narrative Text. IEEE Transactions on Computational Intelligence and AI in Games (2017) .
• The article on Text Flows has been accepted (still not published)
  Perovšek, Matic, Kranjc, Janez, Erjavec, Tomaž, and Cestnik, Boja. TextFlows: A Visual Programming Platform for Text Mining and Natural Language Processing. Accepted in Special Issue of Knowledge-based Software Engineering Journal.
• De Mulder, W., Bethard, S. & Moens, M.-F. (2015). A Survey on the Application of Recurrent Neural Networks to Statistical Language Modeling. Computer Speech & Language, 30 (1), 61-98 [Download].
• Do Thi, N.D., Bethard, S. & Moens, M.-F. (2015). Domain Adaptation in Semantic Role Labeling Using a Neural Language Model and Linguistic Resources. IEEE/ACM Transactions on Audio, Speech and Language Processing, 23 (11), 1812-1823 [Download].
• Kordjamshidi, P. & Moens, M.-F. (2015). Global Machine Learning for Ontology Population. Journal of Web Semantics, 30, 3-21 [Download].
• Kranjc, J., Smailovic, J., Podpecan, V., Grcar, M., Znidarsic, M. & Lavrac, N. (2014). Active learning for sentiment analysis on data streams: Methodology and workflow implementation in the ClowdFlows platform. Information Processing and Management. http://dx.doi.org/10.1016/j.ipm.2014.04.001

Book chapters

• Kordjamshidi, P., van Otterlo, M. & Moens, M.-F. (2016). Spatial Role Labeling Annotation Scheme. In Pustejovsky J. & Ide N. (Eds.), Handbook of Linguistic Annotation. New York: Springer [Download].
• Cavazza, Marc, Charles, Fred, Lindsay, Alan, Siddle, Jonathan & Georg, Gersende (2015). An Interactive Narrative Format for Clinical Guidelines. KI - Künstliche Intelligenz, Springer Berlin Heidelberg, February 2015, pp. 1-7, doi: 10.1007/s13218-015-0354-3
• Moens, M.-F., Do Thi, N. Q., Kordjamshidi, P. & Ludwig, O. (2015). Visualising the Content of a Text in a Virtual World. In Busch C. & Sieck J. (Eds.), Kultur und Informatik: Cross Media (pp. 33-37). Verlag Werner Hülsbusch.

Conference papers

• Do Thi, Ngoc Quynh; Bethard, Steven; Moens, Marie-Francine. Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments, IJCNLP 2017.
• Do Thi, Ngoc Quynh; Bethard, Steven; Moens, Marie-Francine. Facing the Most Difficult Case of Semantic Role Labeling: A Collaboration of Word Embeddings and Co-training, Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016). ACL
• Cavazza, M., Charles, F., Lindsay, A. Siddle, J. & Georg, G. (2015). An Interactive Narrative Format for Clinical Guidelines. KI - Künstliche Intelligenz, Springer Berlin Heidelberg, February 2015, pp. 1-7.DOI=10.1007/s13218-015-0354-3
• Cerny, M. & Moens, M.-F. (2015). aMUSE: Translating Text to Point and Click Games. In: Proceedings of the 2015 AI Games Conference.
• Do Thi, Q.N., Bethard, S. & Moens, M.-F. (2015). Adapting Coreference Resolution for Narrative Processing. In: Proceedings of EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. ACL [Download].
• Lindsay, A., Charles, F., Read, J., Porteous, J., Cavazza, M. & Georg, G. (2015). Generation of Non-Compliant Behaviour in Virtual Medical Narratives. In: Proceedings of the 15th International Conference on Intelligent Virtual Agents (IVA 2015), August 26-28, Delft, The Netherlands.
• Pollak, Senja, Lesjak, Borut, Kranjc, Janez, Podpečan, Vid, Žnidaršič, Martin & Lavrač, Nada (2015). RoboCHAIR: Creative Assistant for Question Generation and Ranking. In: Proceedings of the IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2015), IEEE Symposium on Computational Intelligence for Human-like Intelligence (IEEE CIHLI'15). December 8-10, 2015, Cape Town, South Africa.
• Porteous, J., Charles, F. & Cavazza, M. (2015). Using Social Relationships to Control Narrative Generation. In: Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI), Virtual Agents Demos, Austin Texas, USA, January 2015.
• Porteous, J., Lindsay, A., Read, J, Truran, M. & Cavazza, M. (2015). Automated Extension of Narrative Planning Domains with Antonymic Operators In: Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Istanbul, Turkey, May 2015.
• Charles, Fred, Cavazza, Marc, Smith, Cameron, Georg, Gersende, and Porteous, Julie (2013). Instantiating interactive narratives from patient education documents. In: Proceedings of the 14th Conference on Artificial Intelligence in Medicine (AIME'13) (Lecture Notes in Computer Science 7885). (pp. 273-283). Springer.
• De Mulder, Wim, Do Thi, Ngoc Quynh, van den Broek , Paul Paul and Moens, Marie-Francine Machine (2013). Machine understanding for interactive storytelling. In: Proceedings of KICSS 2013 : 8th International Conference on Knowledge, Information, and Creativity Support Systems (pp. 73-80). [Download]
• Georg, Gersende, Cavazza, Marc, Charles, Fred, and Smith, Cameron (2013). Serious games as a new medium for patients guidelines dissemination. In: Proceedings of the G-I-N Conference 2013.
• Georg, Gersende, Siddle, Jonathan, Truran, Mark, and Cavazza, Marc (2013). Computerized guidelines analysis: 5-years experience and user feedback. In: Proceedings of the G-I-N Conference 2013.
• Jursic, Matjaž, Cestnik, Bojan, Urbancic, Tanja, Lavrac Nada (2013). HCI empowered literature mining for cross-domain knowledge discovery (Lecture Notes in Comput. Science vol. 7947) (pp. 124-135). Springer [Download].
• Kolomiyets, Oleksandr and Moens, Marie-Francine (2013). MotionML: Motion markup language: Shallow approach for annotating motions in text. In: Proceedings of Corpus Linguistics 2013 (pp. 151-153).
• Kranjc, Janez, Podpecan, Vid, and Lavrac, Nada (2013). Real-time data analysis in ClowdFlows. In: Proceeding of the IEEE International Conference on Big Data [Download].
• Porteous, Julie, Charles, Fred, and Cavazza, Marc (2013). A social network interface to an interactive narrative. In: Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013 - Demos) (pp. 1399-1400) [Download].
• Porteous, Julie, Charles, Fred, and Cavazza, Marc (2013). NetworkING: using character relationships for interactive narrative generation. In: Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS) (pp. 595-602) [Download].
• Truran, Mark, Siddle, Jonathan, Georg, Gersende , and Cavazza, Marc (2013). Automatic generation of limited-depth hyper-documents from clinical guidelines. In: Proceedings of ACM Document Engineering Conference (DocEng’13) (pp. 245-248). ACM [Download].
• Bethard, S., Kolomiyets, O., Moens, M.F.: Annotating narrative timelines as temporal dependency structures. In: Proceedings of the International Conference on Linguistic Resources and Evaluation. Istanbul, Turkey, ELRA (May 2012) [Download]
• Kolomiyets, O., Bethard, S., Moens, M.F.: Extracting narrative timelines as temporal dependency structures. In: Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, (2012), 88-97 [Download]
• Kranjc Janez, Vid Podpecan & Nada Lavrac (2012). ClowdFlows: a cloud based scientific workflow platform (Lecture Notes in Computer Science 7523) (pp. 816-819). Springer. [Download]
• Pollak, Senja, Nejc Tredin, Anže Vavpetic & Tomaž Erjavec (2012). NLP web services for Slovene and English: Morphosyntactic tagging, lemmatisation and definition extraction. Informatica (Ljublj.), 36 (4), 441-449.

Workshop papers

• Do Thi, Ngoc Quynh; Bethard, Steven; Moens, Marie-Francine. Visualizing the Content of a Children's Story in a Virtual World: Lessons Learned, Proceedings of the Uphill Battles in Language Processing Scaling Early Achievements to Robust Methods Workshop, 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP, 2016.
• Hens, Kim, Do Thi, N. Q. & Moens, M.-F. (2015). Automatic Conversion of an Episodes Script to a 3D Movie. In: Proceedings of the 25th Meeting of Computational Linguistics in the Netherlands (p. 80) [Download].
• Ludwig, O., Do Thi, N.Q. & Moens, M.-F. (2015). Mapping from Written Stories to Virtual Reality. In: Proceedings of the 25th Meeting of Computational Linguistics in the Netherlands (p. 40) [Download].
• Perovšek, Matic, Podpečan, Vid, Kranjc, Janez, Erjavec, Tomaž, Pollak, Senja, Do Thi, Ngoc Quynh, Liu, Xiao, Smith, Cameron, Cavazza, Marc & Lavrač, Nada (2015). Text Mining Platform for NLP Workflow Design, Replication and Reuse. In Proceedings of the Workshop on Replicability and Reusability in Natural Language Processing: adaptive methods, resources and software at the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015. Palo Alto: The Association for the Advancement of Artificial Intelligence Press.
• Pustejovsky, J., Kordjamshidi, P., Moens, M.-F., Levine, A., Dworman, S. & Yocum, Z. (2015). SemEval-2015 Task 8: SpaceEval. In: Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) (pp. 884-894) ACL [Download].
• Kolomiyets, Oleksandr and Moens, Marie-Francine (2014). Towards animated visualization of actors and actions in a learning environment. In: Proceedings of the 3rd International Workshop on Evidence Based and User centred Technology Enhanced Learning (EbuTEL 2013) (Advances in Intelligent and Soft Computing). Springer [Download].
• Ngoc Thi Do, Q., Bethard, S. & Moens, M.-F. (2014). Text Mining for Open Domain Semi-Supervised Semantic Role Labeling. In Proceedings of the First International Workshop on Interactions between Data Mining and Natural Language Processing at ECML PDKK 2014 (pp. 33-48). CEUR [Download].
• Cavazza, Marc, Charles, Fred, and Georg, Gersende (2013). How virtual narratives can improve patient-doctor communication. In: Proceedings of CHI 2013 Workshop on Patient-Clinician Communication.
• Kolomiyets, Oleksandr and Moens, Marie-Francine (2013). KUL: A data-driven approach to temporal parsing of documents. In: Proceedings of the Second Joint Conference on Lexical and Computational Semantics, Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013) (pp. 83-87). ACL, Atlanta, Georgia, June 14-15, 2013. ACL. [Download].
• Kolomiyets, Oleksandr, Kordjamshidi, Parisa, Bethard, Steven, and Moens, Marie-Francine (2013). SemEval-2013 Task 3: Spatial role labeling. In: Proceedings of the Second Joint Conference on Lexical and Computational Semantics, Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013) (pp. 255–262). ACL. [Download].
• Kordjamshidi, Parisa and Moens, Marie-Francine (2013). Structured learning for mapping natural language to spatial calculi models. Abstract published in: Proceedings of the NIPS Workshop: Knowledge Extraction from Text (KET).
• Kordjamshidi, Parisa, and Moens, Marie-Francine (2013). Designing constructive machine learning models based on generalized linear learning techniques. In: Proceedings of the NIPS Workshop on Constructive Machine Learning [Download].
• Kranjc, Janez; Podpecan, Vid; Lavrac, Nada (2013) Clowdflows: data mining workflows on the cloud. In: Proceedings of the NIPS Workshop on Constructive Machine Learning [Download].