Murtadha H. M. Ahmed

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Text Classification

Machine Learning

Attribute Dependencies

Entity Resolution

Top Venues

Publications

Jianlin Su, Murtadha H. M. Ahmed, Wen Bo, Luo Ao, Mingren Zhu, Yunfeng Liu
Naive Bayes-based Context Extension for Large Language Models. CoRR (2024)
Jianlin Su, Murtadha H. M. Ahmed, Bo Wen, Luo Ao, Mingren Zhu, Yunfeng Liu
Naive Bayes-based Context Extension for Large Language Models. NAACL-HLT (2024)
Jianlin Su, Murtadha H. M. Ahmed, Yu Lu, Shengfeng Pan, Wen Bo, Yunfeng Liu
RoFormer: Enhanced transformer with Rotary Position Embedding. Neurocomputing 568 (2024)
Murtadha H. M. Ahmed, Bo Wen, Luo Ao, Shengfeng Pan, Jianlin Su, Xinxin Cao, Yunfeng Liu
Towards Robust Learning with Noisy and Pseudo Labels for Text Classification. Inf. Sci. 661 (2024)
Yanyan Wang, Qun Chen, Murtadha H. M. Ahmed, Zhaoqiang Chen, Jing Su, Wei Pan, Zhanhuai Li
Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis. Trans. Assoc. Comput. Linguistics 11 (2023)
Ping Zhong, Zhanhuai Li, Qun Chen, Boyi Hou, Murtadha H. M. Ahmed
Numerical Markov Logic Network: A Scalable Probabilistic Framework for Hybrid Knowledge Inference. Inf. 12 (3) (2021)
Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li, Tianyi Duan
DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis. ACL/IJCNLP (Findings) (2021)
Yanyan Wang, Qun Chen, Murtadha H. M. Ahmed, Zhanhuai Li, Wei Pan, Hailong Liu
Joint Inference for Aspect-Level Sentiment Analysis by Deep Neural Networks and Linguistic Hints. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Yanyan Wang, Qun Chen, Jiquan Shen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li
Aspect-level sentiment analysis based on gradual machine learning. Knowl. Based Syst. 212 (2021)
Murtadha H. M. Ahmed, Qun Chen, Zhanhuai Li
Constructing domain-dependent sentiment dictionary for sentiment analysis. Neural Comput. Appl. 32 (18) (2020)
Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Zhanhuai Li
Hint-Embedding Attention-Based LSTM for Aspect Identification Sentiment Analysis. PRICAI (2) (2019)
Yanyan Wang, Qun Chen, Jiquan Shen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li
Gradual Machine Learning for Aspect-level Sentiment Analysis. CoRR (2019)
Boyi Hou, Qun Chen, Yanyan Wang, Ping Zhong, Murtadha H. M. Ahmed, Zhaoqiang Chen, Zhanhuai Li
Gradual Machine Learning for Entity Resolution. CoRR (2018)
Zhaoqiang Chen, Qun Chen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li
Improving Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective. BIRTE (2018)
Yanyan Wang, Qun Chen, Xin Liu, Murtadha H. M. Ahmed, Zhanhuai Li, Wei Pan, Hailong Liu
SenHint: A Joint Framework for Aspect-level Sentiment Analysis by Deep Neural Networks and Linguistic Hints. WWW (Companion Volume) (2018)
Zhaoqiang Chen, Qun Chen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li
Improving the Results of Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective. CoRR (2018)
Jing Su, Qun Chen, Zhuo Wang, Murtadha H. M. Ahmed, Zhanhuai Li
GraphU: A Unified Vertex-Centric Parallel Graph Processing Platform. ICDCS (2018)
Ping Zhong, Zhanhuai Li, Qun Chen, Yanyan Wang, Lianping Wang, Murtadha H. M. Ahmed, Fengfeng Fan
POOLSIDE: An Online Probabilistic Knowledge Base for Shopping Decision Support. CIKM (2017)