Projects per year
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Collaborations and top research areas from the last five years
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HBKU-OVPR-SRG-02-1: Advancing Qatar's AI Landscape: Developing an Arabic-Centric and Ethically-Aligned Large Language Model
Abdallah, M. M. (Principal Investigator), Al Fuqaha, A. (Principal Investigator), Sencar, H. T. (Lead Principal Investigator), Messaoud, S. (Principal Investigator), Senturk, R. (Principal Investigator), Ozalkan, S. (Principal Investigator) & Abdalla, A. (Graduate Student)
1/06/24 → 30/11/25
Project: Applied Research
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QCRI-CORE-000012: FANAR Safety and Alignment
Sencar, H. T. (Lead Principal Investigator), Chawla, S. (Principal Investigator), Messaoud, S. (Principal Investigator) & Altinisik, E. (Engineer)
1/11/23 → 30/11/25
Project: Applied Research
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QCRI-CORE-000004: Advanced Machine Learning Methods
Sadeghi, M. A. (Lead Principal Investigator), Messaoud, S. (Principal Investigator) & Chawla, S. (Principal Investigator)
1/07/23 → 30/06/24
Project: Applied Research
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S2AC: ENERGY-BASED REINFORCEMENT LEARNING WITH STEIN SOFT ACTOR CRITIC
Messaoud, S., Mokeddem, B., Xue, Z., Pang, L., An, B., Chen, H. & Chawla, S., 11 May 2024.Research output: Contribution to conference › Paper › peer-review
3 Citations (Scopus) -
A3T: accuracy aware adversarial training
Altinisik, E., Messaoud, S., Sencar, H. T. & Chawla, S., Sept 2023, In: Machine Learning. 112, 9, p. 3191-3210 20 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Impact of Adversarial Training on Robustness and Generalizability of Language Models
Altinisik, E., Sajjad, H., Sencar, H. T., Messaoud, S. & Chawla, S., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 7828-7840 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization
Messaoud, S., Lourentzou, I., Boughoula, A., Zehni, M., Zhao, Z., Zhai, C. & Schwing, A. G., 11 Jul 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1389-1399 11 p. 3462959. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access10 Citations (Scopus) -
Toward more scalable structured models
Messaoud, S., 2021Research output: Types of Thesis › Doctoral thesis