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Journal Articles
- 2024
[j9]Jianlin Su, Murtadha H. M. Ahmed
, Yu Lu, Shengfeng Pan, Wen Bo, Yunfeng Liu:
RoFormer: Enhanced transformer with Rotary Position Embedding. Neurocomputing 568: 127063 (2024)- [j8]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: 120160 (2024) - 2023
- [j7]Mohammed Abdelmajeed, Jiangbin Zheng, Ahmed Murtadha:
A three-stage neural model for Arabic Dialect Identification. Comput. Speech Lang. 80: 101488 (2023) - [j6]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: 723-739 (2023) - [j5]Ahmed Murtadha, Shengfeng Pan, Wen Bo, Jianlin Su, Xinxin Cao, Wenze Zhang, Yunfeng Liu:
Rank-Aware Negative Training for Semi-Supervised Text Classification. Trans. Assoc. Comput. Linguistics 11: 771-786 (2023) - 2021
- [j4]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): 124 (2021) - [j3]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: 106509 (2021) - [j2]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): 2002-2014 (2021) - 2020
- [j1]Murtadha H. M. Ahmed, Qun Chen, Zhanhuai Li:
Constructing domain-dependent sentiment dictionary for sentiment analysis. Neural Comput. Appl. 32(18): 14719-14732 (2020)
Conference and Workshop Papers
- 2021
- [c6]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: 488-497 - 2019
- [c5]Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Zhanhuai Li:
Hint-Embedding Attention-Based LSTM for Aspect Identification Sentiment Analysis. PRICAI (2) 2019: 569-581 - 2018
- [c4]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: 4:1-4:5 - [c3]Jing Su, Qun Chen, Zhuo Wang, Murtadha H. M. Ahmed, Zhanhuai Li:
GraphU: A Unified Vertex-Centric Parallel Graph Processing Platform. ICDCS 2018: 1533-1536 - [c2]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: 207-210 - 2017
- [c1]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: 2559-2562
Informal and Other Publications
- 2024
- [i9]Jianlin Su, Murtadha H. M. Ahmed, Wen Bo, Luo Ao, Mingren Zhu, Yunfeng Liu:
Naive Bayes-based Context Extension for Large Language Models. CoRR abs/2403.17552 (2024) - 2023
- [i8]Ahmed Murtadha, Shengfeng Pan, Wen Bo, Jianlin Su, Xinxin Cao, Wenze Zhang, Yunfeng Liu:
Rank-Aware Negative Training for Semi-Supervised Text Classification. CoRR abs/2306.07621 (2023) - 2022
- [i7]Ahmed Murtadha, Shengfeng Pan, Bo Wen, Jianlin Su, Wenze Zhang, Yunfeng Liu:
BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis. CoRR abs/2203.11702 (2022) - [i6]Jianlin Su, Mingren Zhu, Ahmed Murtadha, Shengfeng Pan, Bo Wen, Yunfeng Liu:
ZLPR: A Novel Loss for Multi-label Classification. CoRR abs/2208.02955 (2022) - [i5]Jianlin Su, Ahmed Murtadha, Shengfeng Pan, Jing Hou, Jun Sun, Wanwei Huang, Bo Wen, Yunfeng Liu:
Global Pointer: Novel Efficient Span-based Approach for Named Entity Recognition. CoRR abs/2208.03054 (2022) - [i4]Xinxin Cao, Xiaolan Lei, Ahmed Murtadha:
Relationship of the language distance to English ability of a country. CoRR abs/2211.07855 (2022) - 2019
- [i3]Yanyan Wang, Qun Chen, Jiquan Shen, Boyi Hou, Murtadha H. M. Ahmed, Zhanhuai Li:
Gradual Machine Learning for Aspect-level Sentiment Analysis. CoRR abs/1906.02502 (2019) - 2018
- [i2]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 abs/1805.12502 (2018) - [i1]Boyi Hou, Qun Chen, Yanyan Wang, Ping Zhong, Murtadha H. M. Ahmed, Zhaoqiang Chen, Zhanhuai Li:
Gradual Machine Learning for Entity Resolution. CoRR abs/1810.12125 (2018)
Coauthor Index
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