Ph.D. (NLP) candidate, MBZUAI, Abu-Dhabi - Masters in AI from NJUST, Nanjing, China.
@ Purple Mountain, Nanjing, China (2018)
I am working on Media Profiling to assess bias and factuality of News Media with Professor Preslav Nakov. One of the objectives is to develop a methodology efficient for real-time analysis, minimizing reliance on extensive data crawling, and focusing on analyzing the media’s position through media graphs. Also working on empathic similariy, emotional intelligence and cultural impact in LMs. Before joining MBZUAI, I worked on Conversational AI for low-resource languages at Center for Language Engineering (CLE). In 2017, I was awarded the prestigious CSC scholarship for research based Master’s degree, which I completed in 2020 with a focus on Artificial Intelligence. During my research, I worked with Professor Jianfeng Lu on conducting sentiment analysis for low-resource language and code-switched data.
@article{manzoor2024mgm,title={MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media},author={Manzoor*, Muhammad Arslan and Zeng*, Ruihong and Azizov, Dilshod and Nakov, Preslav and Liang, Shangsong},journal={NAACL},year={2025},}
2024
Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs
Muhammad Arslan Manzoor*, Yuxia Wang*, Minghan Wang, and Preslav Nakov
@article{manzoor2024can,title={Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs},author={Manzoor*, Muhammad Arslan and Wang*, Yuxia and Wang, Minghan and Nakov, Preslav},journal={EMNLP},year={2024},url={https://aclanthology.org/2024.findings-emnlp.861/},}
Factuality of Large Language Models in the Year 2024
Yuxia Wang, Minghan Wang, Muhammad Arslan Manzoor, Fei Liu, Georgi Georgiev, Rocktim Jyoti Das, and Preslav Nakov
@article{Wang2024FactualityOL,title={Factuality of Large Language Models in the Year 2024},author={Wang, Yuxia and Wang, Minghan and Manzoor, Muhammad Arslan and Liu, Fei and Georgiev, Georgi and Das, Rocktim Jyoti and Nakov, Preslav},journal={EMNLP},year={2024},volume={abs/2402.02420},url={https://api.semanticscholar.org/CorpusID:267412450},}
A Survey on Predicting the Factuality and the Bias of News Media
Preslav Nakov, Jisun An, Haewoon Kwak, Muhammad Arslan Manzoor, Zain Muhammad Mujahid, and Husrev Sencar
@article{nakov-etal-2024-survey,title={A Survey on Predicting the Factuality and the Bias of News Media},author={Nakov, Preslav and An, Jisun and Kwak, Haewoon and Manzoor, Muhammad Arslan and Muhammad Mujahid, Zain and Sencar, Husrev},journal={ACL},year={2024},publisher={Association for Computational Linguistics},url={https://aclanthology.org/2024.findings-acl.944},}
2023
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications
Muhammad Arslan Manzoor, Sarah Albarri, Ziting Xian, Zaiqiao Meng, Preslav Nakov, and Shangsong Liang
ACM Transactions on Multimedia Computing, Communications and Applications, 2023
@article{Manzoor2023MultimodalityRL,title={Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications},author={Manzoor, Muhammad Arslan and Albarri, Sarah and Xian, Ziting and Meng, Zaiqiao and Nakov, Preslav and Liang, Shangsong},journal={ACM Transactions on Multimedia Computing, Communications and Applications},year={2023},volume={20},pages={1 - 34},url={https://api.semanticscholar.org/CorpusID:256459691},}
2022
Contrastive Self-Supervised Learning: A Survey on Different Architectures
Adnan Khan, Sarah Albarri, and Muhammad Arslan Manzoor
2022 2nd International Conference on Artificial Intelligence (ICAI), 2022
@article{Khan2022ContrastiveSL,title={Contrastive Self-Supervised Learning: A Survey on Different Architectures},author={Khan, Adnan and Albarri, Sarah and Manzoor, Muhammad Arslan},journal={2022 2nd International Conference on Artificial Intelligence (ICAI)},year={2022},pages={1-6},url={https://api.semanticscholar.org/CorpusID:248864778},}
2020
Lexical Variation and Sentiment Analysis of Roman Urdu Sentences with Deep Neural Networks
Muhammad Arslan Manzoor, Saqib Mamoon, Son Kei, Ali Zakir, Muhammad Adil, and Jianfeng Lu
International Journal of Advanced Computer Science and Applications, 2020
@article{Manzoor2020LexicalVA,title={Lexical Variation and Sentiment Analysis of Roman Urdu Sentences with Deep Neural Networks},author={Manzoor, Muhammad Arslan and Mamoon, Saqib and Kei, Son and Zakir, Ali and Adil, Muhammad and Lu, Jianfeng},journal={International Journal of Advanced Computer Science and Applications},year={2020},volume={11},url={https://api.semanticscholar.org/CorpusID:213176351},}
