Research outputs per year
Research outputs per year
Personal profile
Qualifications
Doctor of Philosophy, Macquarie University
Master of Research, Macquarie University
Master of Engineering
Bachelor of Engineering
Research keywords
- Natural Language Processing
- Agentic AI
- Conversational Question Answering
Fingerprint
Dive into the research topics where Munazza Zaib is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Invisible Load: Uncovering the Challenges of Neurodivergent Women in Software Engineering
Zaib, M., Wang, W., Hidellaarachchi, D. & Siddiqui, I. F., 7 Jul 2026, Proceedings - 2026 IEEE/ACM 48th International Conference on Software Engineering: Software Engineering in Society, ICSE-SEIS 2026. Association for Computing Machinery, Inc, p. 48-52 5 p. (Proceedings - 2026 IEEE/ACM 48th International Conference on Software Engineering: Software Engineering in Society, ICSE-SEIS 2026).Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
Open Access -
Supporting Multimodal Data Interaction on Refreshable Tactile Displays: An Architecture to Combine Touch and Conversational AI
Reinders, S., Zaib, M., Butler, M., Lee, B., Zukerman, I., Qu, L. & Marriott, K., 2026, Proceedings - 2026 IEEE 19th Pacific Visualization Conference, PacificVis 2026. IEEE Computer Society, p. 73-78 6 p. (IEEE Pacific Visualization Symposium).Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
Open Access -
Deep learning meets bibliometrics: A survey of citation function classification
Zhang, Y., Wang, Y., Sheng, Q. Z., Yao, L., Chen, H., Wang, K., Mahmood, A., Zhang, W. E., Zaib, M., Sagar, S. & Zhao, R., Feb 2025, In: Journal of Informetrics. 19, 1, 101608.Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (SciVal) -
Fine-tuning encoder-decoder models with contrastive learning for in-context distractor generation
Alhazmi, E., Sheng, Q. Z., Zhang, W. E., Thanoon, M. I., Zhuang, H., Soltani, B. & Zaib, M., 2025, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), November 4-9, 2025, Suzhou, China. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). U.S.: Association for Computational Linguistics, p. 10056-10072 17 p.Research output: Chapter in Book / Conference Paper › Conference Paper › peer-review
Open Access -
Learning contrastive representations for dense passage retrieval in open-domain conversational question answering
Zaib, M., Sheng, Q. Z., Zhang, W. E., Alhazmi, E. & Mahmood, A., 2025, Web Information Systems Engineering – WISE 2024: 25th International Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part I. Barhamgi, M., Wang, H. & Wang, X. (eds.). Singapore: Springer, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15436 LNCS).Research output: Chapter in Book / Conference Paper › Chapter › peer-review
2 Citations (Scopus)
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Universitas Hasanuddin
Zaib, M. (Visiting Fellow)
7 Dec 2025 → 10 Dec 2025Activity: Visiting Academic › Visit an external institution
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Combining Refreshable Tactile Displays and Conversational Agents for Accessible Data Access
Zaib, M. (Speaker)
Nov 2025Activity: Talk/Presentation › Invited talk
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University of Hamburg
Zaib, M. (Visiting Fellow)
1 Oct 2024Activity: Visiting Academic › Visit an external institution
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German Academic Exchange Service (DAAD) (External organisation)
Zaib, M. (Chair)
1 Oct 2024 → 6 Oct 2024Activity: Membership › Network
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University Medical Center Hamburg-Eppendorf
Zaib, M. (Visiting Fellow)
Oct 2024Activity: Visiting Academic › Visit an external institution
Prizes
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Exchange Student at University of Tokyo under Sakura Science Program
Zaib, M. (Recipient), Jun 2017
Prize: Other distinction
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