Usman Naseem

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 86

Top Topics

Sentiment Analysis

Automatic Detection

Top Venues

Aust. J. Intell. Inf. Process. Syst.

Publications

Hariram Veeramani, Surendrabikram Thapa, Usman Naseem
Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models. CoRR (2024)
Hessa Abdulrahman Alawwad, Areej Alhothali, Usman Naseem, Ali Alkhathlan, Amani Jamal
Enhancing Textbook Question Answering Task with Large Language Models and Retrieval Augmented Generation. CoRR (2024)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
Robust Identification of Figurative Language in Personal Health Mentions on Twitter. IEEE Trans. Artif. Intell. 4 (2) (2023)
Hariram Veeramani, Surendrabikram Thapa, Usman Naseem
DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic. ArabicNLP (2023)
Junaid Rashid, Jungeun Kim, Usman Naseem
Coherent Topic Modeling for Creative Multimodal Data on Social Media. WWW (2023)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
Tutorials at The Web Conference 2023. WWW (Companion Volume) (2023)
Surendrabikram Thapa, Kritesh Rauniyar, Shuvam Shiwakoti, Sweta Poudel, Usman Naseem, Mehwish Nasim
NEHATE: Large-Scale Annotated Data Shedding Light on Hate Speech in Nepali Local Election Discourse. ECAI (2023)
Junaid Rashid, Jungeun Kim, Usman Naseem
Incorporating Embedding to Topic Modeling for More Effective Short Text Analysis. WWW (Companion Volume) (2023)
Hariram Veeramani, Surendrabikram Thapa, Usman Naseem
KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment. ArabicNLP (2023)
Jiachang Liu, Qi Zhang, Chongyang Shi, Usman Naseem, Shoujin Wang, Ivor Tsang
Causal Intervention for Abstractive Related Work Generation. CoRR (2023)
Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
RHMD: A Real-World Dataset for Health Mention Classification on Reddit. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Usman Naseem, Surendrabikram Thapa, Qi Zhang, Liang Hu, Junaid Rashid, Mehwish Nasim
Incorporating historical information by disentangling hidden representations for mental health surveillance on social media. Soc. Netw. Anal. Min. 14 (1) (2023)
Jiachang Liu, Qi Zhang, Chongyang Shi, Usman Naseem, Shoujin Wang, Liang Hu, Ivor W. Tsang
Causal Intervention for Abstractive Related Work Generation. EMNLP (Findings) (2023)
Hariram Veeramani, Surendrabikram Thapa, Usman Naseem
Temporally Dynamic Session-Keyword Aware Sequential Recommendation System. ICDM (Workshops) (2023)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
A Multimodal Framework for the Identification of Vaccine Critical Memes on Twitter. WSDM (2023)
Liang Hu, Dora D. Liu, Qi Zhang, Usman Naseem, Zhong Yuan Lai
Self-Supervised Learning for Multilevel Skeleton-Based Forgery Detection via Temporal-Causal Consistency of Actions. AAAI (2023)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
Graph-Based Hierarchical Attention Network for Suicide Risk Detection on Social Media. WWW (Companion Volume) (2023)
Sundas Rukhsar, Mazhar Javed Awan, Usman Naseem, Dilovan Asaad Zebari, Mazin Abed Mohammed, Marwan Ali Albahar, Mohammed I. Thanoon, Amena Mahmoud
Artificial Intelligence Based Sentence Level Sentiment Analysis of COVID-19. Comput. Syst. Sci. Eng. 47 (1) (2023)
Anum Masood, Usman Naseem, Jinman Kim
Multi-Level Swin Transformer Enabled Automatic Segmentation and Classification of Breast Metastases. EMBC (2023)
Junhui Ji, Wei Ren, Usman Naseem
Identifying Creative Harmful Memes via Prompt based Approach. WWW (2023)
Dora D. Liu, Liang Hu, Qi Zhang, Tangwei Ye, Usman Naseem, Zhong Yuan Lai
A Dynamics and Task Decoupled Reinforcement Learning Architecture for High-Efficiency Dynamic Target Intercept. AAAI (2023)
Anum Masood, Usman Naseem, Imran Razzak
Multi-Scale Swin Transformer Enabled Automatic Detection and Segmentation of Lung Metastases Using CT Images. ISBI (2023)
Anum Masood, Usman Naseem, Mehwish Nasim
Fully Automated CAD System for Lung Cancer Detection and Classification Using 3D Residual U-Net with multi-Region Proposal Network (mRPN) in CT Images. CaPTion@MICCAI (2023)
Atika Qazi, Chiranjib Bhowmik, Fayaz Hussain, Shuiqing Yang, Usman Naseem, Adebayo Abayomi-Alli, Abdu Gumaei, Mabrook Al-Rakhami
Analyzing the Public Opinion as a Guide for Renewable-Energy Status in Malaysia: A Case Study. IEEE Trans. Engineering Management 70 (2) (2023)
Han Wang, Nirmalendu Prakash, Nguyen-Khoi Hoang, Ming Shan Hee, Usman Naseem, Roy Ka-Wei Lee
Prompting Large Language Models for Topic Modeling. BigData (2023)
Sadam Hussain, Yareth Lafarga-Osuna, Mansoor Ali, Usman Naseem, Masroor Ahmed, José Gerardo Tamez-Peña
Deep learning, radiomics and radiogenomics applications in the digital breast tomosynthesis: a systematic review. BMC Bioinform. 24 (1) (2023)
Chongyang Shi, Yijun Yin, Qi Zhang, Liang Xiao, Usman Naseem, Shoujin Wang, Liang Hu
Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference. EMNLP (Findings) (2023)
Farhan Ahmad Jafri, Mohammad Aman Siddiqui, Surendrabikram Thapa, Kritesh Rauniyar, Usman Naseem, Imran Razzak
Uncovering Political Hate Speech During Indian Election Campaign: A New Low-Resource Dataset and Baselines. CoRR (2023)
Usman Naseem, Surendrabikram Thapa, Qi Zhang, Liang Hu, Mehwish Nasim
MDKG: Graph-Based Medical Knowledge-Guided Dialogue Generation. SIGIR (2023)
Han Wang, Nirmalendu Prakash, Nguyen-Khoi Hoang, Ming Shan Hee, Usman Naseem, Roy Ka-Wei Lee
Prompting Large Language Models for Topic Modeling. CoRR (2023)
Junaid Rashid, Jungeun Kim, Amir Hussain, Usman Naseem
WETM: A word embedding-based topic model with modified collapsed Gibbs sampling for short text. Pattern Recognit. Lett. 172 (2023)
Muskan Garg, Chandni Saxena, Usman Naseem, Bonnie J. Dorr
NLP as a Lens for Causal Analysis and Perception Mining to Infer Mental Health on Social Media. CoRR (2023)
Hariram Veeramani, Surendrabikram Thapa, Usman Naseem
LowResContextQA at Qur'an QA 2023 Shared Task: Temporal and Sequential Representation Augmented Question Answering Span Detection in Arabic. ArabicNLP (2023)
Abdullah Yahya Mohammed Muaad, Shaina Raza, Usman Naseem, Hanumanthappa J. Jayappa Davanagere
Arabic text detection: a survey of recent progress challenges and opportunities. Appl. Intell. 53 (24) (2023)
Kritesh Rauniyar, Shuvam Shiwakoti, Sweta Poudel, Surendrabikram Thapa, Usman Naseem, Mehwish Nasim
Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer's Disease. ClinicalNLP@ACL (2023)
Qi Zhang, Yayi Yang, Chongyang Shi, An Lao, Liang Hu, Shoujin Wang, Usman Naseem
Rumor Detection with Hierarchical Representation on Bipartite Adhoc Event Trees. CoRR (2023)
Kritesh Rauniyar, Sweta Poudel, Shuvam Shiwakoti, Surendrabikram Thapa, Junaid Rashid, Jungeun Kim, Muhammad Imran, Usman Naseem
Multi-Aspect Annotation and Analysis of Nepali Tweets on Anti-Establishment Election Discourse. IEEE Access 11 (2023)
Tangwei Ye, Liang Hu, Qi Zhang, Zhong Yuan Lai, Usman Naseem, Dora D. Liu
Show Me The Best Outfit for A Certain Scene: A Scene-aware Fashion Recommender System. WWW (2023)
Usman Naseem, Matloob Khushi, Jinman Kim
Vision-Language Transformer for Interpretable Pathology Visual Question Answering. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Aashish Bhandari, Siddhant Bikram Shah, Surendrabikram Thapa, Usman Naseem, Mehwish Nasim
CrisisHateMM: Multimodal Analysis of Directed and Undirected Hate Speech in Text-Embedded Images from Russia-Ukraine Conflict. CVPR Workshops (2023)
Surabhi Adhikari, Surendrabikram Thapa, Usman Naseem, Hai Ya Lu, Gnana Bharathy, Mukesh Prasad
Explainable hybrid word representations for sentiment analysis of financial news. Neural Networks 164 (2023)
Usman Naseem, Surendrabikram Thapa, Qi Zhang, Liang Hu, Anum Masood, Mehwish Nasim
Reducing Knowledge Noise for Improved Semantic Analysis in Biomedical Natural Language Processing Applications. ClinicalNLP@ACL (2023)
Shaina Raza, Syed Raza Bashir, Usman Naseem
Accuracy meets Diversity in a News Recommender System. COLING (2022)
Wenjuan Ren, Dora D. Liu, Qian Li, Usman Naseem
Newly-Published Paper Recommendation With a Joint Multi-Relational Model. IEEE Access 10 (2022)
Dora D. Liu, Zhong Yuan Lai, Usman Naseem
A Side Information Enhanced Matrix Factorization Approach via Hierarchical Generalized Linear Model. DSAA (2022)
Usman Naseem, Adam G. Dunn, Jinman Kim, Matloob Khushi
Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification. WWW (2022)
Junaid Rashid, Jungeun Kim, Amir Hussain, Usman Naseem, Sapna Juneja
A novel multiple kernel fuzzy topic modeling technique for biomedical data. BMC Bioinform. 23 (1) (2022)
Usman Naseem, Junaid Rashid, Liaqat Ali, Jungeun Kim, Qazi Emad-ul-Haq, Mazhar Javed Awan, Muhammad Imran
An Automatic Detection of Breast Cancer Diagnosis and Prognosis Based on Machine Learning Using Ensemble of Classifiers. IEEE Access 10 (2022)
Surabhi Adhikari, Surendrabikram Thapa, Usman Naseem, Priyanka Singh, Huan Huo, Gnana Bharathy, Mukesh Prasad
Exploiting linguistic information from Nepali transcripts for early detection of Alzheimer's disease using natural language processing and machine learning techniques. Int. J. Hum. Comput. Stud. 160 (2022)
Shaina Raza, Syed Raza Bashir, Usman Naseem, Dora D. Liu, Deepak John Reji
Incorporating Accuracy and Diversity in a News Recommender System. DSAA (2022)
Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
Benchmarking for biomedical natural language processing tasks with a domain specific ALBERT. BMC Bioinform. 23 (1) (2022)
Surendrabikram Thapa, Aditya Shah, Farhan Jafri, Usman Naseem, Imran Razzak
A Multi-Modal Dataset for Hate Speech Detection on Social Media: Case-study of Russia-Ukraine Conflict. CASE@EMNLP (2022)
Usman Naseem, Ajay Bandi, Shaina Raza, Junaid Rashid, Bharathi Raja Chakravarthi
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation. BioNLP@ACL (2022)
Usman Naseem, Byoung-Chan Lee, Matloob Khushi, Jinman Kim, Adam G. Dunn
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model. CoRR (2022)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
Identification of Disease or Symptom terms in Reddit to Improve Health Mention Classification. WWW (2022)
Khulla Naseer, Javaria Qazi, Atika Qazi, Bright Kwaku Avuglah, Rabail Tahir, Rasheed Abubakar Rasheed, Shah Khalid Khan, Baseer Ahmed Khan, Muhammad Zeeshan, Malik Asif Humayun, Usman Naseem
Travel behaviour prediction amid covid-19 underlaying situational awareness theory and health belief model. Behav. Inf. Technol. 41 (15) (2022)
Shaina Raza, Deepak John Reji, Dora D. Liu, Syed Raza Bashir, Usman Naseem
An Approach to Ensure Fairness in News Articles. CoRR (2022)
Shaina Raza, Syed Raza Bashir, Vidhi Thakkar, Usman Naseem
A Summary of COVID-19 Datasets. CoRR (2022)
Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. IJCNN (2021)
Usman Naseem, Imran Razzak, Shah Khalid Khan, Mukesh Prasad
A Comprehensive Survey on Word Representation Models: From Classical to State-of-the-Art Word Representation Language Models. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (5) (2021)
Shah Khalid Khan, Usman Naseem, Haris Siraj, Imran Razzak, Muhammad Imran
The role of unmanned aerial vehicles and mmWave in 5G: Recent advances and challenges. Trans. Emerg. Telecommun. Technol. 32 (7) (2021)
Mukul Jaggi, Priyanka Mandal, Shreya Narang, Usman Naseem, Matloob Khushi
Text Mining of Stocktwits Data for Predicting Stock Prices. CoRR (2021)
Usman Naseem, Imran Razzak, Matloob Khushi, Peter W. Eklund, Jinman Kim
COVIDSenti: A Large-Scale Benchmark Twitter Data Set for COVID-19 Sentiment Analysis. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Usman Naseem, Matloob Khushi, Vinay Reddy, Sakthivel Rajendran, Imran Razzak, Jinman Kim
BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition. IJCNN (2021)
Kousik Das, Usman Naseem, Sovan Samanta, Shah Khalid Khan, Kajal De
Fuzzy mixed graphs and its application to identification of COVID19 affected central regions in India. J. Intell. Fuzzy Syst. 40 (1) (2021)
Sadia Jahan, Md. Rafiqul Islam, Khan Md. Hasib, Usman Naseem, Md. Saiful Islam
Active Learning with an Adaptive Classifier for Inaccessible Big Data Analysis. IJCNN (2021)
Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT. CoRR (2021)
Shaina Raza, Syed Raza Bashir, Dora D. Liu, Usman Naseem
Balanced News Neural Network for a News Recommender System. ICDM (Workshops) (2021)
Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. CoRR (2021)
Usman Naseem, Imran Razzak, Peter W. Eklund
A survey of pre-processing techniques to improve short-text quality: a case study on hate speech detection on twitter. Multim. Tools Appl. 80 (28-29) (2021)
Shah Khalid Khan, Madiha Farasat, Usman Naseem, Farasat Ali
Performance Evaluation of Next-Generation Wireless (5G) UAV Relay. Wirel. Pers. Commun. 113 (2) (2020)
Usman Naseem, Imran Razzak, Peter W. Eklund, Katarzyna Musial
Towards Improved Deep Contextual Embedding for the identification of Irony and Sarcasm. IJCNN (2020)
Usman Naseem, Imran Razzak, Katarzyna Musial, Muhammad Imran
Transformer based Deep Intelligent Contextual Embedding for Twitter sentiment analysis. Future Gener. Comput. Syst. 113 (2020)
Usman Naseem, Imran Razzak, Shah Khalid Khan, Mukesh Prasad
A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models. CoRR (2020)
Adhish Panta, Matloob Khushi, Usman Naseem, Paul J. Kennedy, Daniel R. Catchpoole
Classification of Neuroblastoma Histopathological Images Using Machine Learning. ICONIP (3) (2020)
Usman Naseem, Matloob Khushi, Vinay Reddy, Sakthivel Rajendran, Imran Razzak, Jinman Kim
BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition. CoRR (2020)
Matloob Khushi, Usman Naseem, Jonathan Du, Anis Khan, Simon K. Poon
Data Mining ENCODE Data Predicts a Significant Role of SINA3 in Human Liver Cancer. ICONIP (3) (2020)
Shah Khalid Khan, Usman Naseem, Abdul Sattar, Nazar Waheed, Adnan Mir, Atika Qazi, Muhammad Ismail
UAV-aided 5G Network in Suburban, Urban, Dense Urban, and High-rise Urban Environments. NCA (2020)
Usman Naseem, Matloob Khushi, Shah Khalid Khan, Nazar Waheed, Adnan Mir, Atika Qazi, Bandar Alshammari, Simon K. Poon
Diabetic Retinopathy Detection Using Multi-layer Neural Networks and Split Attention with Focal Loss. ICONIP (3) (2020)
Surendrabikram Thapa, Surabhi Adhikari, Usman Naseem, Priyanka Singh, Gnana Bharathy, Mukesh Prasad
Detecting Alzheimer's Disease by Exploiting Linguistic Information from Nepali Transcript. ICONIP (4) (2020)
Usman Naseem, Katarzyna Musial, Peter W. Eklund, Mukesh Prasad
Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-Embedding. IJCNN (2020)
Arshia Rehman, Saeeda Naz, Usman Naseem, Imran Razzak, Ibrahim A. Hameed
Deep AutoEncoder-Decoder Framework for Semantic Segmentation of Brain Tumor. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Usman Naseem, Shah Khalid Khan, Imran Razzak, Ibrahim A. Hameed
Hybrid Words Representation for Airlines Sentiment Analysis. Australasian Conference on Artificial Intelligence (2019)
Imran Razzak, Usman Naseem, Saeeda Naz, Ibrahim A. Hameed
Nuclear Norm Minimization in Frequency Domain for Complex Noise. Aust. J. Intell. Inf. Process. Syst. 16 (2) (2019)
Usman Naseem, Katarzyna Musial
DICE: Deep Intelligent Contextual Embedding for Twitter Sentiment Analysis. ICDAR (2019)
Usman Naseem, Imran Razzak, Ibrahim A. Hameed
Deep Context-Aware Embedding for Abusive and Hate Speech detection on Twitter. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)