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2025

Rhel, Haneh Abdulghany Saleh and Roussinov, Dmitri (2025) Large language models and Arabic content : a review. In: The First International Conference on Artificial Intelligence (FICAILY2025), 2025-07-09 - 2025-07-10. (In Press)

Roussinov, Dmitri and Sharoff, Serge and Puchnina, Nadezhda; Rambow, Owen and Wanner, Leo and Apidianaki, Marianna and Al-Khalifa, Hend and Di Eugenio, Barbara and Schockaert, Steven, eds. (2025) Controlling out-of-domain gaps in LLMs for genre classification and generated text detection. In: Proceedings of the 31st International Conference on Computational Linguistics. Association for Computational Linguistics, Kerrville, TX, pp. 3329-3344. ISBN 9798891761964

2024

Kumar, Bimal and Roussinov, Dmitri (2024) NLP-based regulatory compliance – using GPT 4.0 to decode regulatory documents. In: Georg Nemetschek Institute Symposium & Expo on Artificial Intelligence for the Built World, 2024-09-10 - 2024-09-12.

2023

Roussinov, Dmitri and Sharoff, Serge (2023) BERT goes off-topic : investigating the domain transfer challenge using genre classification. In: The 2023 Conference on Empirical Methods in Natural Language Processing, 2023-12-06, Singapore.

Roussinov, Dmitri and Sharoff, Serge and Puchnina, Nadezhda (2023) Fine-tuning language models to recognize semantic relations. Language Resources and Evaluation, 57 (4). pp. 1463-1486. ISSN 1574-0218

2022

Roussinov, Dmitri and Conkie, Andrew and Patterson, Andrew and Sainsbury, Christopher (2022) Predicting clinical events based on raw text : from bag-of-words to attention-based transformers. Frontiers in Digital Health, 3. 810260. ISSN 2673-253X

2020

Roussinov, Dmitri and Sharoff, Serge and Puchnina, Nadezhda; Calzolari, Nicoletta and Béchet, Frédéric and Blache, Philippe and Choukri, Khalid and Cieri, Christopher and Declerck, Thierry and Goggi, Sara and Isahara, Hitoshi and Maegaard, Bente and Mariani, Joseph and Mazo, Hélène and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios, eds. (2020) Recognizing semantic relations by combining transformers and fully connected models. In: LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings . European Language Resources Association (ELRA), FRA, pp. 5838-5845. ISBN 9791095546344

2019

Roussinov, Dmitri and Puchnina, Nadezhda (2019) Combining neural networks and pattern matching for ontology mining - a meta learning inspired approach. In: The 13th IEEE International Conference On Semantic Computing, 2019-01-30 - 2019-02-01.

2018

Roussinov, Dmitri; Pasi, Gabriella and Piwowarski, Benjamin and Azzopardi, Leif and Hanbury, Allan, eds. (2018) Towards measuring content coordination in microblogs. In: Advances in Information Retrieval. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer-Verlag, FRA, pp. 651-656. ISBN 9783319769400

2017

Alotaibi, Sultan Refa D and Roussinov, Dmitri (2017) User acceptance of m-government services in Saudi Arabia : an SEM approach. In: 17th European Conference on Digital Government, 2017-06-12 - 2017-06-13, Military Academy.

Alotaibi, Sultan Refa D and Roussinov, Dmitri (2017) Using focus group method to identifying citizen requirements to Saudi mobile government services. In: 19th International Conference on e-Business and e-Government, 2017-03-14 - 2017-03-15.

2016

Alotaibi, Sultan Refa D and Roussinov, Dmitri (2016) Developing and validating an instrument for measuring mobile government adoption in Saudi Arabia. In: 18th International Conference on e-Business and e-Government, 2016-03-17 - 2016-03-18.

Alotaibi, Sultan Refa D and Roussinov, Dmitri (2016) Using GPower software to determine the sample size from the pilot study. In: The 9th Saudi Students Conference, 2016-02-13, University of Birmingham.

2015

Alotaibi, Sultan Refa D and Roussinov, Dmitri (2015) Applying mixed research methods to mobile government studies in Saudi Arabia. In: The 8th Saudi Students Conference, 2015-01-31, Imperial College London.

Alotaibi, Sultan and Roussinov, Dmitri; (2015) A conceptual model for examining mobile government adoption in Saudi Arabia. In: Proceedings of the European Conference on e-Government, ECEG. Academic Conferences Limited, pp. 369-375. ISBN 9781910810194

2012

Robles-Flores, José Antonio and Roussinov, Dmitri (2012) Examining question-answering technology from the task technology fit perspective. Communications of the Association for Information Systems, 30. 26. ISSN 1529-3181

2011

Roussinov, Dmitri; (2011) Towards semantic category verification with arbitrary precision. In: Advances in Information Retrieval Theory. Lecture Notes in Computer Science, Springer, pp. 274-284. ISBN 9783642233173

2009

Roussinov, D. and Turetken, O. (2009) Exploring models for semantic category verification. Information Systems, 34 (8). pp. 753-765. ISSN 0306-4379

Ozawa, S. and Roy, A. and Roussinov, D. (2009) A multitask learning model for online pattern recognition. IEEE Transactions on Neural Networks, 20 (3). pp. 430-445. ISSN 1045-9227

2008

Roussinov, D. and Fan, W. and Robles-Flores, J. (2008) Beyond keywords: automated question answering on the web. Communications - ACM, 51 (9). pp. 60-65. ISSN 0001-0782

Roussinov, Dmitri and Chau, Michael (2008) Combining information seeking services into a meta supply chain of facts. Journal of the Association for Information Systems, 9 (3). 8.

Fong, SeWong and Roussinov, Dmitri and Skillicorn, David (2008) Detecting word substitutions in text. IEEE Transactions on Knowledge and Data Engineering, 20 (8). pp. 1067-1076.