Projects and Grants per year
Personal profile
Education/Academic qualification
Doctor of Philosophy, University Of California - Riverside
2021
Master of Science, Lahore University of Management Scienc
2011
Bachelor of Science, International Islamic University
2008
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Muhammad Abu Bakar Siddique 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 from the last 5 years on country level. Dive into details by clicking on the dots.
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Collaborative Research: SaTC: CORE: Small: Toward Personalized and Trustworthy Mobile App Recommendations via Grounding App Behaviors
Siddique, M. A. B. (PI)
10/1/25 → 9/30/28
Project: Research project
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Collaborative Research: CPS: Medium: Calfhealth: An Explainable AI Framework for the Early Detection of Pneumonia in Dairy Calves through Precision Technologies
Silvestri, S. (PI) & Siddique, M. A. B. (CoI)
9/1/25 → 8/31/28
Project: Research project
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IGE Track 1: Integrating Artificial Intelligence Technologies into Mining Education
Roghanchi, P. (PI), Agioutantis, Z. (CoI), Moradi Afrapoli, A. (CoI), Schafrik, S. (CoI), Siddique, M. A. B. (CoI) & Wilson, S. (CoI)
10/1/24 → 9/30/27
Project: Research project
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Planning: DCL EPSCOR: CISE Large: Distributed Edge Intelligence in Support of Next-Generation Applications
Silvestri, S. (PI), Ionel, D. (CoI) & Siddique, M. A. B. (CoI)
10/1/24 → 9/30/26
Project: Research project
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III: Small: Toward User-Centric Task-Oriented Dialog Systems via Zero-shot Adaptation and Personalization
Siddique, M. A. B. (PI) & Harrison, B. (CoPI)
9/1/24 → 8/31/27
Project: Research project
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Evaluating Out-of-Domain Generalization of Task-Oriented Dialog Systems for Task Completion without Turn-level Dialog Annotations
Mosharrof, A., Fereidouni, M. & Siddique, A. B., 2026, Proceedings - 2026 International Conference on Semantic Computing, ICSC 2026. p. 99-102 4 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Evaluating Sparse Autoencoders for Monosemantic Representation
Fereidouni, M., Haider, M. U., Ju, P. & Siddique, A. B., 2026, 19th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2026. p. 5969-5984 16 p. (19th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Generating Conversational Recommendation Datasets from Real User Interactions
Chhetri, V., Raza, Y., Fereidouni, M., Maji, S., Farooq, U. & Siddique, A. B., 2026, Proceedings - 2026 International Conference on Semantic Computing, ICSC 2026. p. 259-266 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback
Fereidouni, M., Ahmed, M. S., Mosharrof, A. & Siddique, A. B., 2026, Proceedings - 2026 International Conference on Semantic Computing, ICSC 2026. p. 75-82 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Looking into Black Box Code Language Models
Haider, M. U., Farooq, U., Siddique, A. B. & Marron, M., 2026, Proceedings - 2026 International Conference on Semantic Computing, ICSC 2026. p. 32-39 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access